diff --git "a/evaluation_report.json" "b/evaluation_report.json" --- "a/evaluation_report.json" +++ "b/evaluation_report.json" @@ -1,13 +1,13 @@ { "train": { - "accuracy": 0.950284371909001, + "accuracy": 0.9470697329376855, "stats": { "a1at_status": { "hits": 237, "total": 240, "misses": [ { - "predicted": "pr_status", + "predicted": "therapeutic_adherence_assessment", "actual": "a1at_status" }, { @@ -15,55 +15,51 @@ "actual": "a1at_status" }, { - "predicted": "condition_status", + "predicted": "cat_score", "actual": "a1at_status" } ] }, "acq_score": { - "hits": 237, + "hits": 238, "total": 240, "misses": [ { - "predicted": "crs_grade", - "actual": "acq_score" - }, - { - "predicted": "covid19_vaccination_status", + "predicted": "act_score", "actual": "acq_score" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "act_score", "actual": "acq_score" } ] }, "act_score": { - "hits": 198, + "hits": 232, "total": 240, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "asa_physical_status", "actual": "act_score" }, { - "predicted": "acq_score", + "predicted": "asa_physical_status", "actual": "act_score" }, { - "predicted": "acq_score", + "predicted": "rv_tlc_ratio", "actual": "act_score" }, { - "predicted": "disease_activity_score_das28", + "predicted": "asa_physical_status", "actual": "act_score" }, { - "predicted": "acq_score", + "predicted": "asa_physical_status", "actual": "act_score" }, { - "predicted": "random_glucose_level", + "predicted": "anti_ccp_level", "actual": "act_score" }, { @@ -71,183 +67,163 @@ "actual": "act_score" }, { - "predicted": "acq_score", - "actual": "act_score" - }, - { - "predicted": "acq_score", - "actual": "act_score" - }, - { - "predicted": "acq_score", - "actual": "act_score" - }, - { - "predicted": "acq_score", + "predicted": "eortc_qlq_c30_role_score", "actual": "act_score" - }, + } + ] + }, + "adas_cog_score": { + "hits": 237, + "total": 240, + "misses": [ { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "medication_adherence_assessment", + "actual": "adas_cog_score" }, { - "predicted": "pain_vas", - "actual": "act_score" + "predicted": "ecog_performance_status", + "actual": "adas_cog_score" }, { - "predicted": "cdr_score", - "actual": "act_score" - }, + "predicted": "medication_adherence_assessment", + "actual": "adas_cog_score" + } + ] + }, + "admission_date": { + "hits": 181, + "total": 240, + "misses": [ { - "predicted": "physical_activity_flag", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "discharge_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "discharge_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_source", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_source", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_id", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "loss_of_response_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "disease_activity_score_das28", - "actual": "act_score" + "predicted": "discharge_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_source", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_source", + "actual": "admission_date" }, { - "predicted": "disease_activity_score_das28", - "actual": "act_score" + "predicted": "admission_source", + "actual": "admission_date" }, { - "predicted": "dactylitis_severity_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "disease_activity_score_das28", - "actual": "act_score" + "predicted": "readmission_date", + "actual": "admission_date" }, { - "predicted": "disease_activity_score_das28", - "actual": "act_score" + "predicted": "admission_id", + "actual": "admission_date" }, { - "predicted": "dactylitis_severity_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "ami_event_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_id", + "actual": "admission_date" }, { - "predicted": "tumor_stage_t", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "dactylitis_severity_score", - "actual": "act_score" + "predicted": "loss_of_response_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "act_score" + "predicted": "procedure_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" + "predicted": "admission_id", + "actual": "admission_date" }, { - "predicted": "relapse_date", - "actual": "act_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "acq_score", - "actual": "act_score" - } - ] - }, - "adas_cog_score": { - "hits": 235, - "total": 240, - "misses": [ - { - "predicted": "radiographic_stage", - "actual": "adas_cog_score" + "predicted": "admission_id", + "actual": "admission_date" }, { - "predicted": "medication_adherence_assessment", - "actual": "adas_cog_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "bmi_category", - "actual": "adas_cog_score" + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" }, { - "predicted": "medication_adherence_assessment", - "actual": "adas_cog_score" + "predicted": "readmission_date", + "actual": "admission_date" }, { - "predicted": "minicog_score", - "actual": "adas_cog_score" - } - ] - }, - "admission_date": { - "hits": 210, - "total": 240, - "misses": [ - { - "predicted": "discharge_date", + "predicted": "adverse_event_management_end_date", "actual": "admission_date" }, { - "predicted": "discharge_date", + "predicted": "ami_event_date", "actual": "admission_date" }, { @@ -255,23 +231,23 @@ "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "admission_source", "actual": "admission_date" }, { - "predicted": "admission_source", + "predicted": "hospitalization_heart_failure_flag", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "admission_source", "actual": "admission_date" }, { - "predicted": "ami_event_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "hospitalization_heart_failure_flag", "actual": "admission_date" }, { @@ -279,67 +255,67 @@ "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "loss_of_response_date", "actual": "admission_date" }, { - "predicted": "admission_source", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "readmission_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "discharge_date", "actual": "admission_date" }, { - "predicted": "procedure_date", + "predicted": "loss_of_response_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "covid19_vaccination_date", + "predicted": "hospitalization_heart_failure_flag", "actual": "admission_date" }, { - "predicted": "discharge_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "hospitalization_heart_failure_flag", "actual": "admission_date" }, { - "predicted": "readmission_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "admission_source", "actual": "admission_date" }, { - "predicted": "discharge_date", + "predicted": "admission_source", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "readmission_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { @@ -347,15 +323,7 @@ "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "admission_date" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "admission_date" - }, - { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { @@ -365,35 +333,95 @@ ] }, "admission_id": { - "hits": 239, + "hits": 232, "total": 240, "misses": [ { - "predicted": "procedure_code", + "predicted": "ck_mb_level", + "actual": "admission_id" + }, + { + "predicted": "exercise_intolerance_6mwt_flag", + "actual": "admission_id" + }, + { + "predicted": "ck_mb_level", + "actual": "admission_id" + }, + { + "predicted": "treatment_intent", + "actual": "admission_id" + }, + { + "predicted": "exercise_intolerance_6mwt_flag", + "actual": "admission_id" + }, + { + "predicted": "treatment_intent", + "actual": "admission_id" + }, + { + "predicted": "prior_nsaids_count", + "actual": "admission_id" + }, + { + "predicted": "treatment_intent", "actual": "admission_id" } ] }, "admission_reason": { - "hits": 238, + "hits": 230, "total": 240, "misses": [ { - "predicted": "frequent_readmissions_flag", + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" + }, + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" + }, + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" + }, + { + "predicted": "discontinuation_reason", "actual": "admission_reason" }, { "predicted": "readmission_reason", "actual": "admission_reason" + }, + { + "predicted": "frequent_readmissions_flag", + "actual": "admission_reason" + }, + { + "predicted": "discontinuation_reason", + "actual": "admission_reason" + }, + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" + }, + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" + }, + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" } ] }, "admission_source": { - "hits": 233, + "hits": 235, "total": 240, "misses": [ { - "predicted": "moderate_exacerbation_count", + "predicted": "drug_route", "actual": "admission_source" }, { @@ -408,14 +436,6 @@ "predicted": "mmrc_dyspnea_score", "actual": "admission_source" }, - { - "predicted": "mmrc_dyspnea_score", - "actual": "admission_source" - }, - { - "predicted": "adverse_event_management_type", - "actual": "admission_source" - }, { "predicted": "adverse_event_management_type", "actual": "admission_source" @@ -423,19 +443,19 @@ ] }, "adverse_event_flag": { - "hits": 184, + "hits": 134, "total": 240, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -443,11 +463,11 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -459,31 +479,31 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_type", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -495,19 +515,19 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -515,15 +535,15 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -535,7 +555,7 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_type", "actual": "adverse_event_flag" }, { @@ -543,7 +563,7 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -562,6 +582,10 @@ "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" @@ -571,7 +595,7 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -579,7 +603,7 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -603,11 +627,11 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -615,7 +639,7 @@ "actual": "adverse_event_flag" }, { - "predicted": "imaging_progressive_disease_sites_reported", + "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, { @@ -627,210 +651,245 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" - } - ] - }, - "adverse_event_management_end_date": { - "hits": 240, - "total": 240, - "misses": [] - }, - "adverse_event_management_start_date": { - "hits": 199, - "total": 240, - "misses": [ - { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_management_start_date", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_type", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" + }, + { + "predicted": "allergy_severity", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" }, { "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" } ] }, + "adverse_event_management_end_date": { + "hits": 240, + "total": 240, + "misses": [] + }, + "adverse_event_management_start_date": { + "hits": 240, + "total": 240, + "misses": [] + }, "adverse_event_management_type": { - "hits": 239, + "hits": 238, "total": 240, "misses": [ + { + "predicted": "adverse_event_management_end_date", + "actual": "adverse_event_management_type" + }, { "predicted": "treatment_type", "actual": "adverse_event_management_type" @@ -838,21 +897,12 @@ ] }, "adverse_event_permanent_discontinuation_flag": { - "hits": 238, + "hits": 240, "total": 240, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "adverse_event_permanent_discontinuation_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "adverse_event_permanent_discontinuation_flag" - } - ] + "misses": [] }, "adverse_event_type": { - "hits": 63, + "hits": 78, "total": 240, "misses": [ { @@ -907,18 +957,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, - { - "predicted": "allergy_reaction_type", - "actual": "adverse_event_type" - }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, { "predicted": "allergy_reaction_type", "actual": "adverse_event_type" @@ -931,10 +969,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, { "predicted": "worsening_heart_failure_event_type", "actual": "adverse_event_type" @@ -967,18 +1001,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "allergy_reaction_type", - "actual": "adverse_event_type" - }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" @@ -987,10 +1009,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "allergy_reaction_type", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" @@ -1000,7 +1018,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "worsening_heart_failure_event_type", "actual": "adverse_event_type" }, { @@ -1052,7 +1070,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { @@ -1095,10 +1113,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" @@ -1152,7 +1166,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { @@ -1183,16 +1197,12 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "worsening_heart_failure_event_type", "actual": "adverse_event_type" }, { @@ -1204,7 +1214,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "worsening_heart_failure_event_type", "actual": "adverse_event_type" }, { @@ -1219,10 +1229,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" @@ -1272,7 +1278,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "worsening_heart_failure_event_type", "actual": "adverse_event_type" }, { @@ -1332,15 +1338,11 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_type" - }, - { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "adverse_event_type" }, { @@ -1363,10 +1365,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "allergy_reaction_type", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" @@ -1440,7 +1438,7 @@ "actual": "adverse_event_type" }, { - "predicted": "allergy_reaction_type", + "predicted": "worsening_heart_failure_event_type", "actual": "adverse_event_type" }, { @@ -1488,17 +1486,13 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" @@ -1508,7 +1502,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { @@ -1535,16 +1529,12 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "adverse_event_type" - }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { @@ -1566,23 +1556,11 @@ ] }, "age": { - "hits": 231, + "hits": 236, "total": 240, "misses": [ { - "predicted": "visit_id", - "actual": "age" - }, - { - "predicted": "therapeutic_adherence_assessment", - "actual": "age" - }, - { - "predicted": "hba1c_level", - "actual": "age" - }, - { - "predicted": "admission_source", + "predicted": "basdai_score", "actual": "age" }, { @@ -1596,109 +1574,113 @@ { "predicted": "education_years", "actual": "age" - }, - { - "predicted": "admission_source", - "actual": "age" - }, - { - "predicted": "crs_grade", - "actual": "age" } ] }, "alcohol_status": { - "hits": 230, + "hits": 221, "total": 240, "misses": [ { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "allergy_severity", "actual": "alcohol_status" }, { - "predicted": "total_cholesterol_level", + "predicted": "allergy_severity", "actual": "alcohol_status" }, { - "predicted": "hepatitis_c_status", + "predicted": "serum_albumin_level", "actual": "alcohol_status" }, { - "predicted": "hepatitis_c_status", + "predicted": "total_cholesterol_level", "actual": "alcohol_status" }, { - "predicted": "hepatitis_c_status", + "predicted": "urine_albumin_creatinine_ratio", "actual": "alcohol_status" }, { - "predicted": "gold_group", + "predicted": "allergy_severity", "actual": "alcohol_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "hba1c_level", "actual": "alcohol_status" }, { - "predicted": "serum_calcium_level", + "predicted": "total_cholesterol_level", "actual": "alcohol_status" }, { - "predicted": "gold_group", + "predicted": "allergy_severity", "actual": "alcohol_status" }, { - "predicted": "follow_up_appointment_scheduled_flag", + "predicted": "serum_albumin_level", "actual": "alcohol_status" - } - ] - }, - "allergy_reaction_type": { - "hits": 216, - "total": 240, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "allergy_reaction_type" + "predicted": "bmi_category", + "actual": "alcohol_status" }, { "predicted": "allergy_severity", - "actual": "allergy_reaction_type" + "actual": "alcohol_status" }, { "predicted": "allergy_severity", - "actual": "allergy_reaction_type" + "actual": "alcohol_status" }, { - "predicted": "adverse_event_management_type", - "actual": "allergy_reaction_type" + "predicted": "urine_albumin_creatinine_ratio", + "actual": "alcohol_status" }, { - "predicted": "adverse_event_management_type", - "actual": "allergy_reaction_type" + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "alcohol_status" }, { - "predicted": "adverse_event_management_type", + "predicted": "bmi_category", + "actual": "alcohol_status" + }, + { + "predicted": "heart_failure_etiology", + "actual": "alcohol_status" + }, + { + "predicted": "urine_albumin_creatinine_ratio", + "actual": "alcohol_status" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "alcohol_status" + } + ] + }, + "allergy_reaction_type": { + "hits": 174, + "total": 240, + "misses": [ + { + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "treatment_modification_type", "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { @@ -1710,7 +1692,7 @@ "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { @@ -1738,7 +1720,7 @@ "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { @@ -1750,2122 +1732,2261 @@ "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" - } - ] - }, - "allergy_severity": { - "hits": 238, - "total": 240, - "misses": [ + }, { - "predicted": "adverse_event_management_type", - "actual": "allergy_severity" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "allergy_severity" - } - ] - }, - "ami_event_date": { - "hits": 234, - "total": 240, - "misses": [ + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "ami_event_date" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "ami_event_date" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "ami_event_date" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "ami_event_date" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "ami_event_date" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "ami_event_date" - } - ] - }, - "ana_result_status": { - "hits": 231, - "total": 240, - "misses": [ + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, { - "predicted": "adverse_event_management_type", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "clinical_response", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "diagnosis_code", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "covid19_test_result", - "actual": "ana_result_status" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "concomitant_csdmard_flag", - "actual": "ana_result_status" - } - ] - }, - "anesthesia_type": { - "hits": 222, - "total": 240, - "misses": [ + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "discharge_destination", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "treatment_modification_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "sex", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "anesthesia_type" - } - ] - }, - "animal_verbal_fluency_score": { - "hits": 240, - "total": 240, - "misses": [] - }, - "ann_arbor_stage": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, { - "predicted": "disease_activity_score_das28", - "actual": "ann_arbor_stage" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "fact_lym_physical_score", - "actual": "ann_arbor_stage" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "copd_severity_stage", - "actual": "ann_arbor_stage" + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" }, { - "predicted": "copd_severity_stage", - "actual": "ann_arbor_stage" - } - ] - }, - "anti_ccp_level": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, { - 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"cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "nodal_mass_size", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - } - ] - }, - "cart_target_antigen": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "bmi_category", + "actual": "bmi" + }, { - "predicted": "adverse_event_management_type", - "actual": "cart_target_antigen" - } - ] - }, - "cat_score": { - "hits": 233, - "total": 240, - "misses": [ + "predicted": "bmi_category", + "actual": "bmi" + }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "cat_score" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "concomitant_csdmard_flag", - "actual": "cat_score" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "clinical_response", - "actual": "cat_score" + "predicted": "bmi_category", + "actual": "bmi" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "cat_score" + "predicted": "bmi_category", + "actual": "bmi" }, { "predicted": "bmi_category", - "actual": "cat_score" + "actual": "bmi" }, { "predicted": "bmi_category", - "actual": "cat_score" + "actual": "bmi" }, { - "predicted": "crs_grade", - "actual": "cat_score" + "predicted": "bmi_category", + "actual": "bmi" } ] }, - "cause_of_death_code": { - "hits": 219, + "bmi_category": { + "hits": 232, "total": 240, "misses": [ { - "predicted": "heart_failure_primary_cause", - "actual": "cause_of_death_code" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "diagnosis_code", - "actual": "cause_of_death_code" + "predicted": "weight", + "actual": "bmi_category" }, { - "predicted": "severe_exacerbation_count", - "actual": "cause_of_death_code" + "predicted": "gold_group", + "actual": "bmi_category" }, { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" + "predicted": "weight", + "actual": "bmi_category" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "cause_of_death_code" + "predicted": "eortc_qlq_c30_emotional_score", + "actual": "bmi_category" }, { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" + "predicted": "weight", + "actual": "bmi_category" }, { - "predicted": "bone_marrow_plasma_cell_percent", - "actual": "cause_of_death_code" + "predicted": "copd_severity_stage", + "actual": "bmi_category" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "cause_of_death_code" - }, - { - "predicted": "breast_cancer_flag", - "actual": "cause_of_death_code" + "actual": "bmi_category" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "cause_of_death_code" - }, + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi_category" + } + ] + }, + "bone_marrow_involvement_flag": { + "hits": 238, + "total": 240, + "misses": [ { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "bone_marrow_involvement_flag" }, { - "predicted": "severe_exacerbation_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "severe_exacerbation_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "dlco_percent_predicted", - "actual": "cause_of_death_code" - }, - { - "predicted": "death_date", - "actual": "cause_of_death_code" - }, - { - "predicted": "prior_dmards_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "cause_of_death_code" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "bone_marrow_involvement_flag" } ] }, - "cdr_score": { + "bone_marrow_plasma_cell_percent": { "hits": 240, "total": 240, "misses": [] }, - "charlson_comorbidity_index": { - "hits": 234, + "breast_cancer_flag": { + "hits": 239, "total": 240, "misses": [ { - "predicted": "severe_exacerbation_count", - "actual": "charlson_comorbidity_index" + "predicted": "hba1c_level", + "actual": "breast_cancer_flag" + } + ] + }, + "bronchiectasis_flag": { + "hits": 211, + "total": 240, + "misses": [ + { + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "comorbidities_reported", - "actual": "charlson_comorbidity_index" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "total_cholesterol_level", - "actual": "charlson_comorbidity_index" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "comorbidities_reported", - "actual": "charlson_comorbidity_index" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "charlson_comorbidity_index" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "charlson_comorbidity_index" - } - ] - }, - "chronic_bronchitis_flag": { - "hits": 234, - "total": 240, - "misses": [ + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" + }, { - "predicted": "breast_cancer_flag", - "actual": "chronic_bronchitis_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "breast_cancer_flag", - "actual": "chronic_bronchitis_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "wbc_count", - "actual": "chronic_bronchitis_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "wbc_count", - "actual": "chronic_bronchitis_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "breast_cancer_flag", - "actual": "chronic_bronchitis_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "breast_cancer_flag", - "actual": "chronic_bronchitis_flag" - } - ] - }, - "chronic_kidney_disease_flag": { - "hits": 234, - "total": 240, - "misses": [ + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" + }, { - "predicted": "ck_mb_level", - "actual": "chronic_kidney_disease_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "ck_mb_level", - "actual": "chronic_kidney_disease_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "cdr_score", - "actual": "chronic_kidney_disease_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "ck_mb_level", - "actual": "chronic_kidney_disease_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "leeds_enthesitis_index", - "actual": "chronic_kidney_disease_flag" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "crp_level", - "actual": "chronic_kidney_disease_flag" - } - ] - }, - "ck_mb_level": { - "hits": 240, - "total": 240, - "misses": [] - }, - "clinical_response": { - "hits": 231, - "total": 240, - "misses": [ + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" + }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "rv_tlc_ratio", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" }, { - "predicted": "bmi_category", - "actual": "clinical_response" + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" + }, + { + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" + }, + { + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" } ] }, - "cns_risk_stratification_category": { - "hits": 240, - "total": 240, - "misses": [] - }, - "comorbidities_reported": { - "hits": 231, + "cancer_history_flag": { + "hits": 228, "total": 240, "misses": [ { - "predicted": "charlson_comorbidity_index", - "actual": "comorbidities_reported" + "predicted": "substance_use_history_reported", + "actual": "cancer_history_flag" }, { - "predicted": "charlson_comorbidity_index", - "actual": "comorbidities_reported" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "cancer_history_flag" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "comorbidities_reported" + "predicted": "prior_nsaids_count", + "actual": "cancer_history_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "comorbidities_reported" + "predicted": "substance_use_history_reported", + "actual": "cancer_history_flag" }, { - "predicted": "charlson_comorbidity_index", - "actual": "comorbidities_reported" + "predicted": "substance_use_history_reported", + "actual": "cancer_history_flag" }, { - "predicted": "charlson_comorbidity_index", - "actual": "comorbidities_reported" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "cancer_history_flag" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "comorbidities_reported" + "predicted": "tumor_grade", + "actual": "cancer_history_flag" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "comorbidities_reported" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "cancer_history_flag" }, { - "predicted": "charlson_comorbidity_index", - "actual": "comorbidities_reported" + "predicted": "tumor_grade", + "actual": "cancer_history_flag" + }, + { + "predicted": "past_surgical_history_reported", + "actual": "cancer_history_flag" + }, + { + "predicted": "substance_use_history_reported", + "actual": "cancer_history_flag" + }, + { + "predicted": "substance_use_history_reported", + "actual": "cancer_history_flag" } ] }, - "concomitant_corticosteroid_flag": { - "hits": 232, + "care_site_id": { + "hits": 222, "total": 240, "misses": [ { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "fact_lym_physical_score", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "concomitant_csdmard_flag", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "hospitalization_heart_failure_flag", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "crs_grade", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" + "predicted": "hsct_details_note", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "concomitant_corticosteroid_flag" - } - ] - }, - "concomitant_csdmard_flag": { - "hits": 240, - "total": 240, - "misses": [] - }, - "condition_status": { - "hits": 230, - "total": 240, - "misses": [ + "predicted": "hospitalization_heart_failure_flag", + "actual": "care_site_id" + }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "condition_status" + "predicted": "hospitalization_heart_failure_flag", + "actual": "care_site_id" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "condition_status" + "predicted": "hospitalization_heart_failure_flag", + "actual": "care_site_id" }, { - "predicted": "prior_corticosteroids_count", - "actual": "condition_status" + "predicted": "concomitant_csdmard_flag", + "actual": "care_site_id" }, { - "predicted": "visit_end_date", - "actual": "condition_status" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "care_site_id" }, { - "predicted": "adverse_event_management_type", - "actual": "condition_status" + "predicted": "hospitalization_heart_failure_flag", + "actual": "care_site_id" }, { - "predicted": "eortc_qlq_c30_global_health_score", - "actual": "condition_status" + "predicted": "concomitant_csdmard_flag", + "actual": "care_site_id" }, { - "predicted": "anesthesia_type", - "actual": "condition_status" + "predicted": "hospitalization_heart_failure_flag", + "actual": "care_site_id" }, { - "predicted": "copd_severity_stage", - "actual": "condition_status" + "predicted": "cause_of_death_code", + "actual": "care_site_id" }, { - "predicted": "adverse_event_management_end_date", - "actual": "condition_status" + "predicted": "note_type", + "actual": "care_site_id" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "condition_status" + "predicted": "ldl_cholesterol_level", + "actual": "care_site_id" } ] }, - "copd_flag": { - "hits": 167, + "cardiovascular_disease_flag": { + "hits": 235, "total": 240, "misses": [ { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "ischemic_heart_disease_flag", + "actual": "cardiovascular_disease_flag" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "surgical_risk_classification", + "actual": "cardiovascular_disease_flag" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "ischemic_heart_disease_flag", + "actual": "cardiovascular_disease_flag" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "cardiovascular_disease_flag" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" - }, + "predicted": "cdr_score", + "actual": "cardiovascular_disease_flag" + } + ] + }, + "cart_manufacturing_completion_date": { + "hits": 239, + "total": 240, + "misses": [ { - "predicted": "covid19_test_date", - "actual": "copd_flag" - }, + "predicted": "cart_manufacturing_start_date", + "actual": "cart_manufacturing_completion_date" + } + ] + }, + "cart_manufacturing_delay_reason": { + "hits": 240, + "total": 240, + "misses": [] + }, + "cart_manufacturing_start_date": { + "hits": 240, + "total": 240, + "misses": [] + }, + "cart_target_antigen": { + "hits": 240, + "total": 240, + "misses": [] + }, + "cat_score": { + "hits": 230, + "total": 240, + "misses": [ { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "copd_flag", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "visit_type", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "concomitant_csdmard_flag", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "cns_risk_stratification_category", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "disease_activity_score_das28", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "covid19_vaccination_status", + "actual": "cat_score" }, { "predicted": "copd_severity_stage", - "actual": "copd_flag" + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "cns_risk_stratification_category", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "fact_lym_total_score", + "actual": "cat_score" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" - }, + "predicted": "crs_grade", + "actual": "cat_score" + } + ] + }, + "cause_of_death_code": { + "hits": 236, + "total": 240, + "misses": [ { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "severe_exacerbation_count", + "actual": "cause_of_death_code" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "ck_mb_level", + "actual": "cause_of_death_code" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "breast_cancer_flag", + "actual": "cause_of_death_code" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" - }, + "predicted": "steroid_equivalent_dose", + "actual": "cause_of_death_code" + } + ] + }, + "cdr_score": { + "hits": 238, + "total": 240, + "misses": [ { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "bmi_category", + "actual": "cdr_score" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" - }, + "predicted": "worsening_heart_failure_event_type", + "actual": "cdr_score" + } + ] + }, + "charlson_comorbidity_index": { + "hits": 230, + "total": 240, + "misses": [ { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "covid19_test_date", - "actual": "copd_flag" + "predicted": "anti_ccp_level", + "actual": "charlson_comorbidity_index" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "covid19_test_date", - "actual": "copd_flag" + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "anti_ccp_level", + "actual": "charlson_comorbidity_index" + } + ] + }, + "chronic_bronchitis_flag": { + "hits": 240, + "total": 240, + "misses": [] + }, + "chronic_kidney_disease_flag": { + "hits": 237, + "total": 240, + "misses": [ + { + "predicted": "ck_mb_level", + "actual": "chronic_kidney_disease_flag" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "ck_mb_level", + "actual": "chronic_kidney_disease_flag" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "crp_level", + "actual": "chronic_kidney_disease_flag" + } + ] + }, + "ck_mb_level": { + "hits": 240, + "total": 240, + "misses": [] + }, + "clinical_response": { + "hits": 227, + "total": 240, + "misses": [ + { + "predicted": "bmi_category", + "actual": "clinical_response" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "respiratory_insufficiency_type", + "actual": "clinical_response" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "clinical_response" }, { - "predicted": "dlco_percent_predicted", - "actual": "copd_flag" + "predicted": "bmi_category", + "actual": "clinical_response" }, { - "predicted": "copd_severity_stage", - "actual": "copd_flag" + "predicted": "bmi_category", + "actual": "clinical_response" + }, + { + "predicted": "bmi_category", + "actual": "clinical_response" + }, + { + "predicted": "rv_tlc_ratio", + "actual": "clinical_response" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "clinical_response" + }, + { + "predicted": "cat_score", + "actual": "clinical_response" + }, + { + "predicted": "cat_score", + "actual": "clinical_response" + }, + { + "predicted": "bmi_category", + "actual": "clinical_response" + }, + { + "predicted": "bmi_category", + "actual": "clinical_response" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "clinical_response" + } + ] + }, + "cns_risk_stratification_category": { + "hits": 240, + "total": 240, + "misses": [] + }, + "comorbidities_reported": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "charlson_comorbidity_index", + "actual": "comorbidities_reported" + } + ] + }, + "concomitant_corticosteroid_flag": { + "hits": 224, + "total": 240, + "misses": [ + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "eortc_qlq_c30_physical_score", + "actual": "concomitant_corticosteroid_flag" + } + ] + }, + "concomitant_csdmard_flag": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "prior_dmards_count", + "actual": "concomitant_csdmard_flag" + }, + { + "predicted": "prior_dmards_count", + "actual": "concomitant_csdmard_flag" + } + ] + }, + "condition_status": { + "hits": 233, + "total": 240, + "misses": [ { "predicted": "copd_severity_stage", - "actual": "copd_flag" + "actual": "condition_status" }, { "predicted": "eortc_qlq_c30_emotional_score", + "actual": "condition_status" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "condition_status" + }, + { + "predicted": "copd_severity_stage", + "actual": "condition_status" + }, + { + "predicted": "anesthesia_type", + "actual": "condition_status" + }, + { + "predicted": "copd_severity_stage", + "actual": "condition_status" + }, + { + "predicted": "long_covid_symptoms_reported", + "actual": "condition_status" + } + ] + }, + "copd_flag": { + "hits": 120, + "total": 240, + "misses": [ + { + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3877,15 +3998,15 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3904,6 +4025,10 @@ "predicted": "copd_severity_stage", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" @@ -3917,7 +4042,7 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3929,11 +4054,11 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3941,7 +4066,7 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3949,11 +4074,11 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3969,7 +4094,7 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3977,11 +4102,11 @@ "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "cns_risk_stratification_category", "actual": "copd_flag" }, { - "predicted": "dlco_percent_predicted", + "predicted": "copd_severity_stage", "actual": "copd_flag" }, { @@ -3991,3640 +4116,4324 @@ { "predicted": "copd_severity_stage", "actual": "copd_flag" - } - ] - }, - "copd_severity_stage": { - "hits": 238, - "total": 240, - "misses": [ - { - "predicted": "allergy_severity", - "actual": "copd_severity_stage" }, { - "predicted": "gold_group", - "actual": "copd_severity_stage" - } - ] - }, - "covid19_severity": { - "hits": 208, - "total": 240, - "misses": [ - { - "predicted": "allergy_severity", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "follow_up_specialty", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "bmi_category", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "covid19_vaccination_status", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { "predicted": "copd_severity_stage", - "actual": "covid19_severity" + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "follow_up_specialty", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "allergy_severity", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "global_disease_vas_patient", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "allergy_severity", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { "predicted": "copd_severity_stage", - "actual": "covid19_severity" + "actual": "copd_flag" }, { "predicted": "copd_severity_stage", - "actual": "covid19_severity" + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "allergy_severity", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "covid19_test_result", - "actual": "covid19_severity" + "predicted": "eortc_qlq_c30_emotional_score", + "actual": "copd_flag" }, { "predicted": "copd_severity_stage", - "actual": "covid19_severity" + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "allergy_severity", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "bmi_category", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" - } - ] - }, - "covid19_test_date": { - "hits": 237, - "total": 240, - "misses": [ - { - "predicted": "covid19_vaccination_date", - "actual": "covid19_test_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "covid19_test_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "covid19_vaccination_date", - "actual": "covid19_test_date" - } - ] - }, - "covid19_test_result": { - "hits": 240, - "total": 240, - "misses": [] - }, - "covid19_vaccination_date": { - "hits": 239, - "total": 240, - "misses": [ - { - "predicted": "covid19_test_date", - "actual": "covid19_vaccination_date" - } - ] - }, - "covid19_vaccination_status": { - "hits": 240, - "total": 240, - "misses": [] - }, - "cpet_assessment": { - "hits": 230, - "total": 240, - "misses": [ - { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "platelet_count", - "actual": "cpet_assessment" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "platelet_count", - "actual": "cpet_assessment" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" - } - ] - }, - "crab_features_reported": { - "hits": 240, - "total": 240, - "misses": [] - }, - "creatinine_level": { - "hits": 225, - "total": 240, - "misses": [ - { - "predicted": "total_cholesterol_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "cns_risk_stratification_category", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "covid19_test_result", - "actual": "creatinine_level" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "cdr_score", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "crp_level", - "actual": "creatinine_level" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "cdr_score", - "actual": 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"actual": "copd_flag" }, { - "predicted": "covid19_test_result", - "actual": "cytogenetics_result" - } - ] - }, - "dactylitis_severity_score": { - "hits": 240, - "total": 240, - "misses": [] - }, - "dapsa_score": { - "hits": 240, - "total": 240, - "misses": [] - }, - "death_date": { - "hits": 216, - "total": 240, - "misses": [ + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "treatment_modification_date", - "actual": "death_date" + "predicted": "substance_use_history_reported", + "actual": "copd_flag" }, { - "predicted": "discharge_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "diagnosis_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "note_text", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "visit_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "discharge_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "visit_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "loss_of_response_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "discharge_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "prior_corticosteroids_count", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_date" + "predicted": "copd_severity_stage", + "actual": "copd_flag" } ] }, - "death_flag": { - "hits": 196, + "copd_severity_stage": { + "hits": 237, "total": 240, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "death_flag" + "predicted": "allergy_severity", + "actual": "copd_severity_stage" }, { - "predicted": "cause_of_death_code", - "actual": "death_flag" + "predicted": "covid19_severity", + "actual": "copd_severity_stage" }, { - "predicted": "steroid_taper_duration", - "actual": "death_flag" - }, + "predicted": "gold_group", + "actual": "copd_severity_stage" + } + ] + }, + "covid19_severity": { + "hits": 232, + "total": 240, + "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "death_flag" + "predicted": "follow_up_specialty", + "actual": "covid19_severity" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "death_flag" + "predicted": "follow_up_specialty", + "actual": "covid19_severity" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "death_flag" + "predicted": "long_covid_symptoms_reported", + "actual": "covid19_severity" }, { - "predicted": "mortality_30day_flag", - "actual": "death_flag" + "predicted": "follow_up_specialty", + "actual": "covid19_severity" }, { - "predicted": "feno_above_threshold_flag", - "actual": "death_flag" + "predicted": "covid19_test_result", + "actual": "covid19_severity" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "death_flag" + "predicted": "covid19_test_result", + "actual": "covid19_severity" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "death_flag" + "predicted": "covid19_test_result", + "actual": "covid19_severity" }, { - "predicted": "obesity_flag", - "actual": "death_flag" + "predicted": "covid19_test_result", + "actual": "covid19_severity" + } + ] + }, + "covid19_test_date": { + "hits": 180, + "total": 240, + "misses": [ + { + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "mmse_score", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "death_flag" + "predicted": "adverse_event_management_start_date", + "actual": "covid19_test_date" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "tumor_stage_m", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "tumor_stage_m", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "mortality_30day_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "prior_corticosteroids_count", - "actual": "death_flag" + "predicted": 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"death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "tumor_stage_m", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "tumor_stage_m", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "mmse_score", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "feno_above_threshold_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "mortality_30day_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "death_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "death_flag" - } - ] - }, - "dementia_flag": { - "hits": 216, - "total": 240, - "misses": [ + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, { - "predicted": "diabetes_flag", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "prior_dmards_count", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "diabetes_flag", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "dementia_flag" + "predicted": "relapse_date", + "actual": "covid19_test_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "diabetes_flag", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "dementia_flag" + "predicted": "total_cholesterol_level", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "prior_dmards_count", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "dlco_percent_predicted", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, + { + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, + { + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" } ] }, - "diabetes_flag": { - "hits": 235, + "covid19_test_result": { + "hits": 232, "total": 240, "misses": [ { - "predicted": "diagnosis_date", - "actual": "diabetes_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "covid19_test_result" }, { - "predicted": "concomitant_csdmard_flag", - "actual": "diabetes_flag" + "predicted": "rv_tlc_ratio", + "actual": "covid19_test_result" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "diabetes_flag" + "predicted": "long_covid_symptoms_reported", + "actual": "covid19_test_result" }, { - "predicted": "past_surgical_history_reported", - "actual": "diabetes_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "covid19_test_result" }, { - "predicted": "past_surgical_history_reported", - "actual": "diabetes_flag" - } - ] - }, - "diagnosis_code": { - "hits": 230, - "total": 240, - "misses": [ - { - "predicted": "diagnosis_date", - "actual": "diagnosis_code" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "covid19_test_result" }, { - "predicted": "diagnosis_date", - "actual": "diagnosis_code" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "covid19_test_result" }, { - "predicted": "disease_activity_score_das28", - "actual": "diagnosis_code" + "predicted": "dlco_percent_predicted", + "actual": "covid19_test_result" }, { - "predicted": "crs_grade", - "actual": "diagnosis_code" - }, + "predicted": "dlco_percent_predicted", + "actual": "covid19_test_result" + } + ] + }, + "covid19_vaccination_date": { + "hits": 238, + "total": 240, + "misses": [ { - "predicted": "covid19_vaccination_date", - "actual": "diagnosis_code" + "predicted": "adverse_event_management_start_date", + "actual": "covid19_vaccination_date" }, { - "predicted": "diagnosis_date", - "actual": "diagnosis_code" - }, + "predicted": "adverse_event_management_start_date", + "actual": "covid19_vaccination_date" + } + ] + }, + "covid19_vaccination_status": { + "hits": 240, + "total": 240, + "misses": [] + }, + "cpet_assessment": { + "hits": 240, + "total": 240, + "misses": [] + }, + "crab_features_reported": { + "hits": 240, + "total": 240, + "misses": [] + }, + "creatinine_level": { + "hits": 236, + "total": 240, + "misses": [ { - "predicted": "diagnosis_date", - "actual": "diagnosis_code" + "predicted": "crp_level", + "actual": "creatinine_level" }, { - "predicted": "diagnosis_date", - "actual": "diagnosis_code" + "predicted": "crp_level", + "actual": "creatinine_level" }, { - "predicted": "diagnosis_date", - "actual": "diagnosis_code" + "predicted": "crp_level", + "actual": "creatinine_level" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "diagnosis_code" + "predicted": "crp_level", + "actual": "creatinine_level" } ] }, - "diagnosis_date": { + "crp_level": { "hits": 240, "total": 240, "misses": [] }, - "diastolic_bp": { - "hits": 204, + "crs_grade": { + "hits": 234, "total": 240, "misses": [ { - "predicted": "peripheral_arterial_disease_flag", - "actual": "diastolic_bp" + "predicted": "crp_level", + "actual": "crs_grade" }, { - "predicted": "adverse_event_management_type", - "actual": "diastolic_bp" + "predicted": "crp_level", + "actual": "crs_grade" }, { - "predicted": "measurement_lower_limit", - "actual": "diastolic_bp" + "predicted": "crp_level", + "actual": "crs_grade" }, { - "predicted": "dlco_percent_predicted", - "actual": "diastolic_bp" + "predicted": "crp_level", + "actual": "crs_grade" }, { - "predicted": 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"actual": "diastolic_bp" + "predicted": "adverse_event_management_end_date", + "actual": "death_date" }, { - "predicted": "pasdas_score", - "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": "peripheral_arterial_disease_flag", - "actual": "diastolic_bp" + "predicted": "adverse_event_management_end_date", + "actual": "death_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": "peripheral_arterial_disease_flag", - "actual": "diastolic_bp" + "predicted": "adverse_event_management_start_date", + "actual": "death_date" }, { - "predicted": "eortc_qlq_c30_pain_score", - "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": "measurement_date", - "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": 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- "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": "prescription_days_supply", - "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": "pasdas_score", - "actual": "diastolic_bp" + "predicted": "adverse_event_management_end_date", + "actual": "death_date" }, { - "predicted": "eortc_qlq_c30_pain_score", - "actual": "diastolic_bp" + "predicted": "loss_of_response_date", + "actual": "death_date" }, { - "predicted": "pain_vas", - "actual": "diastolic_bp" + "predicted": "chronic_kidney_disease_flag", + "actual": "death_date" }, { - "predicted": "adverse_event_management_type", - "actual": "diastolic_bp" + "predicted": "adverse_event_management_start_date", + "actual": "death_date" } ] }, - "disease_activity_score_das28": { - "hits": 240, - "total": 240, - "misses": [] - }, - "discontinuation_reason": { - "hits": 233, + "death_flag": { + "hits": 206, "total": 240, "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "discontinuation_reason" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discontinuation_reason" + "predicted": "eortc_qlq_c30_fatigue_score", + "actual": "death_flag" + }, + { + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "discontinuation_reason" + "actual": "death_flag" }, { - "predicted": "diagnosis_code", - "actual": "discontinuation_reason" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "death_flag" }, { - "predicted": "cart_manufacturing_delay_reason", - "actual": "discontinuation_reason" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "crs_grade", - "actual": "discontinuation_reason" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "discontinuation_reason" - } - ] - }, - "discharge_date": { - "hits": 228, - "total": 240, - "misses": [ + "predicted": "chronic_kidney_disease_flag", + "actual": "death_flag" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "obesity_flag", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "obesity_flag", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "immunophenotyping_marker_reported", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "exertional_desaturation_flag", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "obesity_flag", + "actual": "death_flag" }, { - "predicted": "treatment_end_date", - "actual": "discharge_date" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_date" - } - ] - }, - "discharge_destination": { - "hits": 231, - "total": 240, - "misses": [ + "predicted": "cause_of_death_code", + "actual": "death_flag" + }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "discharge_destination" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "discharge_date", - "actual": "discharge_destination" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "discharge_date", - "actual": "discharge_destination" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "discharge_destination" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "discharge_destination" + "predicted": "chronic_kidney_disease_flag", + "actual": "death_flag" }, { - "predicted": "discharge_date", - "actual": "discharge_destination" + "predicted": "mortality_30day_flag", + "actual": "death_flag" }, { - "predicted": "biopsy_type", - "actual": "discharge_destination" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "treatment_modification_type", - "actual": "discharge_destination" + "predicted": "cause_of_death_code", + "actual": "death_flag" }, { - "predicted": "treatment_modification_type", - "actual": "discharge_destination" - } - ] - }, - "discharge_medications_reported": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "mortality_30day_flag", + "actual": "death_flag" + }, { - "predicted": "discharge_date", - "actual": "discharge_medications_reported" + "predicted": "cause_of_death_code", + "actual": "death_flag" + }, + { + "predicted": "mortality_30day_flag", + "actual": "death_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "death_flag" + }, + { + "predicted": "obesity_flag", + "actual": "death_flag" + }, + { + "predicted": "cause_of_death_code", + "actual": "death_flag" } ] }, - "dlco_percent_predicted": { - "hits": 240, - "total": 240, - "misses": [] - }, - "drug_administration_frequency": { + "dementia_flag": { "hits": 239, "total": 240, "misses": [ { - "predicted": "past_surgical_history_reported", - "actual": "drug_administration_frequency" + "predicted": "dyslipidemia_flag", + "actual": "dementia_flag" } ] }, - "drug_dose": { - "hits": 228, + "diabetes_flag": { + "hits": 234, "total": 240, "misses": [ { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "drug_dose" + "predicted": "chronic_kidney_disease_flag", + "actual": "diabetes_flag" }, { - "predicted": "radiation_fraction_dose", - "actual": "drug_dose" + "predicted": "dementia_flag", + "actual": "diabetes_flag" }, { - "predicted": "peripheral_arterial_disease_flag", - "actual": "drug_dose" + "predicted": "dementia_flag", + "actual": "diabetes_flag" }, { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" + "predicted": "dementia_flag", + "actual": "diabetes_flag" }, { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" + "predicted": "dementia_flag", + "actual": "diabetes_flag" }, { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" - }, + "predicted": "dementia_flag", + "actual": "diabetes_flag" + } + ] + }, + "diagnosis_code": { + "hits": 211, + "total": 240, + "misses": [ { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" + "predicted": "diagnosis_date", + "actual": "diagnosis_code" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "drug_dose" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "radiation_fraction_dose", - "actual": "drug_dose" + "predicted": "procedure_code", + "actual": "diagnosis_code" }, { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" - } - ] - }, - "drug_name": { - "hits": 201, - "total": 240, - "misses": [ - { - "predicted": "therapeutic_class", - "actual": "drug_name" + "predicted": "asdas_score", + "actual": "diagnosis_code" }, { - "predicted": "platelet_count", - "actual": "drug_name" + "predicted": "procedure_code", + "actual": "diagnosis_code" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "bmi_category", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "substance_use_history_reported", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "supportive_medication_reported", - "actual": "drug_name" + "predicted": "procedure_code", + "actual": "diagnosis_code" }, { - "predicted": "supportive_medication_reported", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "therapeutic_class", - "actual": "drug_name" + "predicted": "diagnosis_date", + "actual": "diagnosis_code" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "drug_name" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "diagnosis_code" }, { - "predicted": "tumor_stage_n", - "actual": "drug_name" + "predicted": "procedure_code", + "actual": "diagnosis_code" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_name" + "predicted": "dactylitis_severity_score", + "actual": "diagnosis_code" }, { - "predicted": "substance_use_history_reported", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "manufacturing_issue_note", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "discharge_medications_reported", - "actual": "drug_name" + "predicted": "diagnosis_date", + "actual": "diagnosis_code" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_name" + "predicted": "worsening_heart_failure_episode_order", + "actual": "diagnosis_code" }, { - "predicted": "therapeutic_class", - "actual": "drug_name" + "predicted": "procedure_code", + "actual": "diagnosis_code" }, { - "predicted": "substance_use_history_reported", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "manufacturing_issue_note", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "tumor_stage_n", - "actual": "drug_name" + "predicted": "time_from_diagnosis_to_biologic", + "actual": "diagnosis_code" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_name" + "predicted": "diagnosis_date", + "actual": "diagnosis_code" }, { - "predicted": "discharge_medications_reported", - "actual": "drug_name" + "predicted": "atrial_fibrillation_flag", + "actual": "diagnosis_code" }, { - "predicted": "substance_use_history_reported", - "actual": "drug_name" - }, + "predicted": "worsening_heart_failure_episode_order", + "actual": "diagnosis_code" + } + ] + }, + "diagnosis_date": { + "hits": 237, + "total": 240, + "misses": [ { - "predicted": "drug_regimen_name", - "actual": "drug_name" + "predicted": "adverse_event_management_start_date", + "actual": "diagnosis_date" }, { - "predicted": "drug_regimen_name", - "actual": "drug_name" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_date" }, { - "predicted": "substance_use_history_reported", - "actual": "drug_name" - }, + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_date" + } + ] + }, + "diastolic_bp": { + "hits": 192, + "total": 240, + "misses": [ { - "predicted": "tumor_stage_n", - "actual": "drug_name" + "predicted": "measurement_lower_limit", + "actual": "diastolic_bp" }, { - "predicted": "tumor_stage_n", - "actual": "drug_name" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "diastolic_bp" }, { - "predicted": "substance_use_history_reported", - "actual": "drug_name" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "procedure_code", - "actual": "drug_name" + "predicted": "therapeutic_adherence_assessment", + "actual": "diastolic_bp" }, { - "predicted": "tumor_stage_n", - "actual": "drug_name" + "predicted": "basdai_score", + "actual": "diastolic_bp" }, { - "predicted": "drug_regimen_name", - "actual": "drug_name" + "predicted": "measurement_lower_limit", + "actual": "diastolic_bp" }, { - "predicted": "measurement_date", - "actual": "drug_name" + "predicted": "dyslipidemia_flag", + "actual": "diastolic_bp" }, { - "predicted": "therapeutic_class", - "actual": "drug_name" + "predicted": "chronic_kidney_disease_flag", + "actual": "diastolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_name" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "therapeutic_class", - "actual": "drug_name" + "predicted": "pasdas_score", + "actual": "diastolic_bp" }, { - "predicted": "therapeutic_class", - "actual": "drug_name" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "therapeutic_class", - "actual": "drug_name" - } - ] - }, - "drug_regimen_name": { - "hits": 232, - "total": 240, - "misses": [ - { - "predicted": "treatment_switch_count", - "actual": "drug_regimen_name" + "predicted": "therapeutic_adherence_assessment", + "actual": "diastolic_bp" }, { - "predicted": "treatment_type", - "actual": "drug_regimen_name" + "predicted": "cart_manufacturing_completion_date", + "actual": "diastolic_bp" }, { - "predicted": "treatment_switch_count", - "actual": "drug_regimen_name" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "esr_level", - "actual": "drug_regimen_name" + "predicted": "cdr_score", + "actual": "diastolic_bp" }, { - "predicted": "platelet_count", - "actual": "drug_regimen_name" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "platelet_count", - "actual": "drug_regimen_name" + "predicted": "measurement_lower_limit", + "actual": "diastolic_bp" }, { - "predicted": "therapeutic_class", - "actual": "drug_regimen_name" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "therapeutic_class", - "actual": "drug_regimen_name" - } - ] - }, - "drug_route": { - "hits": 228, - "total": 240, - "misses": [ - { - "predicted": "admission_source", - "actual": "drug_route" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "admission_source", - "actual": "drug_route" + "predicted": "pasdas_score", + "actual": "diastolic_bp" }, { - "predicted": "medication_adherence_assessment", - "actual": "drug_route" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "drug_administration_frequency", - "actual": "drug_route" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "admission_date", - "actual": "drug_route" + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "diastolic_bp" }, { - "predicted": "reported_allergy_drug", - "actual": "drug_route" + "predicted": "chronic_kidney_disease_flag", + "actual": "diastolic_bp" }, { - "predicted": "admission_source", - "actual": "drug_route" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "drug_route" + "predicted": "loss_of_response_date", + "actual": "diastolic_bp" }, { - "predicted": "admission_source", - "actual": "drug_route" + "predicted": "medication_adherence_assessment", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_end_date", - "actual": "drug_route" + "predicted": "asdas_score", + "actual": "diastolic_bp" }, { - "predicted": "medication_adherence_assessment", - "actual": "drug_route" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "diastolic_bp" }, { - "predicted": "relapse_date", - "actual": "drug_route" - } - ] - }, - "dyslipidemia_flag": { - "hits": 236, - "total": 240, - "misses": [ - { - "predicted": "hdl_cholesterol_level", - "actual": "dyslipidemia_flag" + "predicted": "peripheral_arterial_disease_flag", + "actual": "diastolic_bp" }, { "predicted": "dlco_percent_predicted", - "actual": "dyslipidemia_flag" + "actual": "diastolic_bp" }, { - "predicted": "prescription_dispense_date", - "actual": "dyslipidemia_flag" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "diastolic_bp" }, { - "predicted": "relapse_confirmation_method", - "actual": "dyslipidemia_flag" - } - ] - }, - "ecog_performance_status": { - "hits": 240, - "total": 240, - "misses": [] - }, - "education_years": { - "hits": 232, - "total": 240, - "misses": [ - { - "predicted": "eosinophil_category", - "actual": "education_years" + "predicted": "dactylitis_severity_score", + "actual": "diastolic_bp" }, { - "predicted": "prior_nsaids_count", - "actual": "education_years" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "education_years" + "predicted": "basdai_score", + "actual": "diastolic_bp" }, { - "predicted": "tumor_stage_t", - "actual": "education_years" + "predicted": "dactylitis_severity_score", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_end_date", - "actual": "education_years" + "predicted": "measurement_lower_limit", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_end_date", - "actual": "education_years" + "predicted": "dlco_percent_predicted", + "actual": "diastolic_bp" }, { - "predicted": "synovial_fluid_analysis_reported", - "actual": "education_years" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "diastolic_bp" }, { - "predicted": "prior_nsaids_count", - "actual": "education_years" - } - ] - }, - "egfr_level": { - "hits": 220, - "total": 240, - "misses": [ + "predicted": "measurement_date", + "actual": "diastolic_bp" + }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_type", - "actual": "egfr_level" + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" }, { - "predicted": "heart_failure_etiology", - "actual": "egfr_level" + "predicted": "time_from_diagnosis_to_biologic", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" + "predicted": "dactylitis_severity_score", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" + "predicted": "diagnosis_date", + "actual": "diastolic_bp" }, { - "predicted": "adverse_event_management_type", - "actual": "egfr_level" + "predicted": "dactylitis_severity_score", + "actual": "diastolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "therapeutic_adherence_assessment", + "actual": "diastolic_bp" + } + ] + }, + "disease_activity_score_das28": { + "hits": 232, + "total": 240, + "misses": [ + { + "predicted": "covid19_vaccination_date", + "actual": "disease_activity_score_das28" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "dactylitis_severity_score", + "actual": "disease_activity_score_das28" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "egfr_level" + "predicted": "global_disease_vas_physician", + "actual": "disease_activity_score_das28" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "global_disease_vas_physician", + "actual": "disease_activity_score_das28" }, { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" + "predicted": "asdas_score", + "actual": "disease_activity_score_das28" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "global_disease_vas_physician", + "actual": "disease_activity_score_das28" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "asdas_score", + "actual": "disease_activity_score_das28" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "asdas_score", + "actual": "disease_activity_score_das28" + } + ] + }, + "discontinuation_reason": { + "hits": 233, + "total": 240, + "misses": [ + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "discontinuation_reason" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" + "predicted": "cart_manufacturing_delay_reason", + "actual": "discontinuation_reason" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" + "predicted": "cart_manufacturing_delay_reason", + "actual": "discontinuation_reason" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "discontinuation_reason" } ] }, - "emphysema_flag": { - "hits": 218, + "discharge_date": { + "hits": 212, "total": 240, "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "emphysema_flag" + "predicted": "ldh_level_category", + "actual": "discharge_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "emphysema_flag" + "predicted": "prescription_dispense_date", + "actual": "discharge_date" }, { - "predicted": "diagnosis_code", - "actual": "emphysema_flag" + "predicted": "adverse_event_management_end_date", + "actual": "discharge_date" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "relapse_confirmation_method", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "emphysema_flag" + "predicted": "prescription_dispense_date", + "actual": "discharge_date" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "follow_up_specialty", - "actual": "emphysema_flag" + "predicted": "covid19_vaccination_date", + "actual": "discharge_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "emphysema_flag" + "predicted": "prescription_dispense_date", + "actual": "discharge_date" }, { - "predicted": "ck_mb_level", - "actual": "emphysema_flag" + "predicted": "treatment_end_date", + "actual": "discharge_date" }, { - "predicted": "family_history_reported", - "actual": "emphysema_flag" + "predicted": "treatment_end_date", + "actual": "discharge_date" }, { - "predicted": "imaging_lymphoma_involvement_flag", - "actual": "emphysema_flag" + "predicted": "adverse_event_management_end_date", + "actual": "discharge_date" }, { - "predicted": "imaging_lymphoma_involvement_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "imaging_leukemia_involvement_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "imaging_lymphoma_involvement_flag", - "actual": "emphysema_flag" + "predicted": "adverse_event_management_end_date", + "actual": "discharge_date" }, { - "predicted": "imaging_leukemia_involvement_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "imaging_leukemia_involvement_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "emphysema_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "pulmonary_hypertension_flag", - "actual": "emphysema_flag" - } - ] - }, - "eosinophil_category": { - "hits": 239, - "total": 240, - "misses": [ - { - "predicted": "bmi_category", - "actual": "eosinophil_category" - } - ] - }, - "eosinophilic_inflammation_v1_flag": { - "hits": 233, - "total": 240, - "misses": [ - { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "eosinophil_category", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "adverse_event_management_start_date", + "actual": "discharge_date" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "adverse_event_management_start_date", + "actual": "discharge_date" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "covid19_vaccination_date", + "actual": "discharge_date" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "adverse_event_management_end_date", + "actual": "discharge_date" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "eosinophilic_inflammation_v1_flag" + "predicted": "treatment_modification_date", + "actual": "discharge_date" } ] }, - "eosinophilic_inflammation_v2_flag": { - "hits": 236, + "discharge_destination": { + "hits": 231, "total": 240, "misses": [ { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "eosinophilic_inflammation_v2_flag" + "predicted": "asdas_score", + "actual": "discharge_destination" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "eosinophilic_inflammation_v2_flag" + "predicted": "discharge_date", + "actual": "discharge_destination" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "eosinophilic_inflammation_v2_flag" + "predicted": "discharge_date", + "actual": "discharge_destination" }, { - "predicted": "eosinophil_category", - "actual": "eosinophilic_inflammation_v2_flag" + "predicted": "height", + "actual": "discharge_destination" + }, + { + "predicted": "chronic_kidney_disease_flag", + "actual": "discharge_destination" + }, + { + "predicted": "asdas_score", + "actual": "discharge_destination" + }, + { + "predicted": "dactylitis_severity_score", + "actual": "discharge_destination" + }, + { + "predicted": "discharge_date", + "actual": "discharge_destination" + }, + { + "predicted": "treatment_modification_type", + "actual": "discharge_destination" } ] }, - "eortc_qlq_c30_emotional_score": { + "discharge_medications_reported": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "discharge_date", + "actual": "discharge_medications_reported" + }, + { + "predicted": "discharge_date", + "actual": "discharge_medications_reported" + } + ] + }, + "dlco_percent_predicted": { "hits": 240, "total": 240, "misses": [] }, - "eortc_qlq_c30_fatigue_score": { + "drug_administration_frequency": { "hits": 240, "total": 240, "misses": [] }, - "eortc_qlq_c30_global_health_score": { - "hits": 226, + "drug_dose": { + "hits": 214, "total": 240, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" + }, + { + "predicted": "peripheral_arterial_disease_flag", + "actual": "drug_dose" }, { "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "actual": "drug_dose" + }, + { + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "actual": "drug_dose" }, { - "predicted": "global_disease_vas_physician", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "global_disease_vas_patient", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "treatment_switch_count", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "global_disease_vas_patient", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "radiation_total_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "covid19_vaccination_date", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" + "predicted": "treatment_switch_count", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" - } - ] - }, - "eortc_qlq_c30_nausea_vomiting_score": { - "hits": 240, - "total": 240, - "misses": [] - }, - "eortc_qlq_c30_pain_score": { - "hits": 235, - "total": 240, - "misses": [ + "predicted": "discharge_medications_reported", + "actual": "drug_dose" + }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_pain_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_pain_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "pain_vas", - "actual": "eortc_qlq_c30_pain_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_pain_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "pain_vas", - "actual": "eortc_qlq_c30_pain_score" - } - ] - }, - "eortc_qlq_c30_physical_score": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "treatment_switch_count", + "actual": "drug_dose" + }, { - "predicted": "fact_lym_physical_score", - "actual": "eortc_qlq_c30_physical_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_physical_score" + "predicted": "substance_use_history_reported", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_physical_score" + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_physical_score" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "drug_dose" + }, + { + "predicted": "steroid_equivalent_dose", + "actual": "drug_dose" } ] }, - "eortc_qlq_c30_role_score": { - "hits": 213, + "drug_name": { + "hits": 153, "total": 240, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_global_health_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_pain_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_global_health_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_pain_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "tumor_stage_n", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_pain_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "substance_use_history_reported", + "actual": "drug_name" }, { - "predicted": "functional_status", - "actual": "eortc_qlq_c30_role_score" + "predicted": "supportive_medication_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "supportive_medication_reported", + "actual": "drug_name" }, { - "predicted": "weight", - "actual": "eortc_qlq_c30_role_score" + "predicted": "therapeutic_class", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "substance_use_history_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "eortc_qlq_c30_role_score" + "predicted": "discharge_medications_reported", + "actual": 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+ "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "therapeutic_class", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "substance_use_history_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "substance_use_history_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "tumor_stage_n", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "supportive_medication_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "substance_use_history_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": 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"predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "discharge_medications_reported", + "actual": "drug_name" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "eq5d_score" + "predicted": "substance_use_history_reported", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_regimen_name", + "actual": "drug_name" }, { - "predicted": 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"actual": "drug_route" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "drug_administration_frequency", + "actual": "drug_route" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "medication_adherence_assessment", + "actual": "drug_route" + } + ] + }, + "dyslipidemia_flag": { + "hits": 235, + "total": 240, + "misses": [ + { + "predicted": "prescription_dispense_date", + "actual": "dyslipidemia_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "prescription_dispense_date", + "actual": "dyslipidemia_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "prescription_dispense_date", + "actual": "dyslipidemia_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "prescription_dispense_date", + "actual": "dyslipidemia_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" + "predicted": "prescription_dispense_date", + "actual": "dyslipidemia_flag" } ] }, - "er_status": { - "hits": 233, + "ecog_performance_status": { + "hits": 240, + "total": 240, + "misses": [] + }, + "education_years": { + "hits": 229, "total": 240, "misses": [ { - "predicted": "tumor_stage_t", - "actual": "er_status" + "predicted": "esr_level", + "actual": "education_years" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "er_status" + "actual": "education_years" }, { - "predicted": "adverse_event_management_type", - "actual": "er_status" + "predicted": "anesthesia_type", + "actual": "education_years" }, { - "predicted": "pr_status", - "actual": "er_status" + "predicted": "esr_level", + "actual": "education_years" }, { - "predicted": "relapse_date", - "actual": "er_status" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "education_years" }, { - "predicted": 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"fasting_glucose_level" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "random_glucose_level", - "actual": "fasting_glucose_level" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "random_glucose_level", - "actual": "fasting_glucose_level" + "predicted": "mild_exacerbation_count", + "actual": "frequent_exacerbator_flag" } ] }, - "feno_above_threshold_flag": { + "frequent_readmissions_flag": { "hits": 240, "total": 240, "misses": [] }, - "feno_level": { - "hits": 210, + "functional_status": { + "hits": 226, "total": 240, "misses": [ { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "rheumatoid_factor_level", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "eortc_qlq_c30_role_score", + "actual": "functional_status" }, { - "predicted": "fact_lym_physical_score", - "actual": "feno_level" + "predicted": "autoimmune_condition_reported", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "eortc_qlq_c30_role_score", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "ra_functional_class", + "actual": "functional_status" }, { "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "actual": "functional_status" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "feno_level" + "predicted": "autoimmune_condition_reported", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "rheumatoid_factor_level", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "diagnosis_date", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "worsening_heart_failure_episode_order", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "rheumatoid_factor_level", + "actual": "functional_status" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "feno_level" + "predicted": "eortc_qlq_c30_role_score", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "functional_status" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" - }, + "predicted": "eortc_qlq_c30_role_score", + "actual": "functional_status" + } + ] + }, + "fvc_percent_predicted": { + "hits": 240, + "total": 240, + "misses": [] + }, + "gerd_flag": { + "hits": 233, + "total": 240, + "misses": [ { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "substance_use_history_reported", + "actual": "gerd_flag" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "gerd_flag" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "cdr_score", + "actual": "gerd_flag" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "prior_nsaids_count", + "actual": "gerd_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "feno_level" + "predicted": "readmission_flag", + "actual": "gerd_flag" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "chronic_kidney_disease_flag", + "actual": "gerd_flag" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" - }, + "predicted": "beta2_microglobulin_level", + "actual": "gerd_flag" + } + ] + }, + "global_disease_vas_patient": { + "hits": 224, + "total": 240, + "misses": [ { - "predicted": "radiation_fraction_count", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "fact_lym_physical_score", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "feno_above_threshold_flag", - "actual": "feno_level" - } - ] - }, - "ferritin_level": { - "hits": 239, - "total": 240, - "misses": [ - { - "predicted": "fev1_percent_predicted", - "actual": "ferritin_level" - } - ] - }, - "fev1_gold_stage": { - "hits": 232, - "total": 240, - "misses": [ - { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" }, { - "predicted": "gold_group", - "actual": "fev1_gold_stage" + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" } ] }, - "fev1_percent_predicted": { + "global_disease_vas_physician": { "hits": 240, "total": 240, "misses": [] }, - "follow_up_appointment_scheduled_flag": { - "hits": 232, + "gold_group": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_appointment_scheduled_flag" + "predicted": "ldl_cholesterol_level", + "actual": "gold_group" }, { - "predicted": "prior_corticosteroids_count", - "actual": "follow_up_appointment_scheduled_flag" - }, + "predicted": "ldl_cholesterol_level", + "actual": "gold_group" + } + ] + }, + "hamd_score": { + "hits": 238, + "total": 240, + "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "follow_up_specialty", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "follow_up_specialty", - "actual": "follow_up_appointment_scheduled_flag" + "actual": "hamd_score" }, { - "predicted": "procedure_notes", - "actual": "follow_up_appointment_scheduled_flag" + "predicted": "hdl_cholesterol_level", + "actual": "hamd_score" } ] }, - "follow_up_specialty": { - "hits": 233, + "haq_di_score": { + "hits": 223, "total": 240, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "follow_up_specialty" + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" + "predicted": "eortc_qlq_c30_role_score", + "actual": "haq_di_score" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" + "predicted": "functional_status", + "actual": "haq_di_score" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "follow_up_specialty" + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" }, { - "predicted": "procedure_notes", - "actual": "follow_up_specialty" + "predicted": "functional_status", + "actual": "haq_di_score" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "follow_up_specialty" - } - ] - }, - "frailty_status": { - "hits": 232, - "total": 240, - "misses": [ + "predicted": "diagnosis_date", + "actual": "haq_di_score" + }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "frailty_status" + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" }, { - "predicted": "bmi_category", - "actual": "frailty_status" + "predicted": "diagnosis_date", + "actual": "haq_di_score" }, { - "predicted": "adverse_event_management_type", - "actual": "frailty_status" + "predicted": "eortc_qlq_c30_role_score", + "actual": "haq_di_score" }, { - "predicted": "fact_lym_physical_score", - "actual": "frailty_status" + "predicted": "eortc_qlq_c30_role_score", + "actual": "haq_di_score" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "frailty_status" + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" }, { - "predicted": "bmi_category", - "actual": "frailty_status" + "predicted": "discharge_medications_reported", + "actual": "haq_di_score" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" + "predicted": "diagnosis_date", + "actual": "haq_di_score" }, { - "predicted": "egfr_level", - "actual": "frailty_status" + "predicted": "disease_activity_score_das28", + "actual": "haq_di_score" + }, + { + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" + }, + { + "predicted": "initial_diagnostic_method", + "actual": "haq_di_score" } ] }, - "frequent_exacerbator_flag": { + "hba1c_level": { "hits": 239, "total": 240, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "frequent_exacerbator_flag" + "predicted": "random_glucose_level", + "actual": "hba1c_level" } ] }, - "frequent_readmissions_flag": { + "hdl_cholesterol_level": { "hits": 240, "total": 240, "misses": [] }, - "functional_status": { - "hits": 220, + "heart_failure_etiology": { + "hits": 237, "total": 240, "misses": [ - { - "predicted": "fvc_percent_predicted", - "actual": "functional_status" - }, - { - "predicted": "pacu_discharge_intermediate_care_flag", - "actual": "functional_status" - }, - { - "predicted": "autoimmune_condition_reported", - "actual": "functional_status" - }, - { - "predicted": "nyha_class", - "actual": "functional_status" - }, - { - "predicted": "fvc_percent_predicted", - "actual": "functional_status" - }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "functional_status" + "actual": "heart_failure_etiology" }, { - "predicted": "autoimmune_condition_reported", - "actual": "functional_status" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_etiology" }, { - "predicted": "ra_functional_class", - "actual": "functional_status" - }, + "predicted": "admission_source", + "actual": "heart_failure_etiology" + } + ] + }, + "heart_failure_event_type": { + "hits": 115, + "total": 240, + "misses": [ { - "predicted": "frailty_status", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "nyha_class", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_role_score", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "condition_status", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "frailty_status", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "functional_status" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "functional_status" - } - ] - }, - "fvc_percent_predicted": { - "hits": 240, - "total": 240, - "misses": [] - }, - "gerd_flag": { - "hits": 224, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "past_surgical_history_reported", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "a1at_status", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "cns_risk_stratification_category", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "frequent_readmissions_flag", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "diagnosis_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "her2_status", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hemoglobin_level", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" - } - ] - }, - "global_disease_vas_patient": { - "hits": 222, - "total": 240, - "misses": [ - { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "global_disease_vas_physician", - "actual": "global_disease_vas_patient" - } - ] - }, - "global_disease_vas_physician": { - "hits": 240, - "total": 240, - "misses": [] - }, - "gold_group": { - "hits": 240, - "total": 240, - "misses": [] - }, - "hamd_score": { - "hits": 232, - "total": 240, - "misses": [ - { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" - } - ] - }, - "haq_di_score": { - "hits": 226, - "total": 240, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "past_surgical_history_reported", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "past_surgical_history_reported", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "past_surgical_history_reported", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "functional_status", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "diagnosis_date", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hba1c_level", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "diagnosis_date", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "treatment_end_date", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "eortc_qlq_c30_role_score", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "discharge_date", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "diagnosis_date", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "medication_adherence_assessment", - "actual": "haq_di_score" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "past_surgical_history_reported", - "actual": "haq_di_score" - } - ] - }, - "hba1c_level": { - "hits": 240, - "total": 240, - "misses": [] - }, - "hdl_cholesterol_level": { - "hits": 240, - "total": 240, - "misses": [] - }, - "heart_failure_etiology": { - "hits": 236, - "total": 240, - "misses": [ - { - "predicted": "hepatitis_c_status", - "actual": "heart_failure_etiology" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "hemoglobin_level", - "actual": "heart_failure_etiology" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "admission_source", - "actual": "heart_failure_etiology" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "admission_source", - "actual": "heart_failure_etiology" - } - ] - }, - "heart_failure_event_type": { - "hits": 184, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, { "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_event_type" @@ -7762,7 +8571,11 @@ "actual": "heart_failure_event_type" }, { - "predicted": "respiratory_insufficiency_type", + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_event_type" }, { @@ -7852,7 +8665,7 @@ ] }, "heart_failure_flag": { - "hits": 55, + "hits": 130, "total": 240, "misses": [ { @@ -7860,11 +8673,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "heart_failure_flag" - }, - { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -7872,19 +8681,19 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_event_type", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "substance_use_history_reported", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { @@ -7892,47 +8701,27 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "ischemic_heart_disease_flag", "actual": "heart_failure_flag" }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "heart_failure_flag" - }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, - { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" - }, - { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" - }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -7940,11 +8729,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_flag", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -7952,15 +8737,15 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_event_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -7968,27 +8753,23 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8000,7 +8781,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8008,7 +8789,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "ischemic_heart_disease_flag", "actual": "heart_failure_flag" }, { @@ -8016,19 +8797,15 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" - }, - { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8036,7 +8813,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "worsening_heart_failure_episode_order", "actual": "heart_failure_flag" }, { @@ -8044,55 +8821,47 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" - }, - { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" - }, - { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "cardiovascular_disease_flag", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "ldh_level_category", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "substance_use_history_reported", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hepatitis_c_status", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "diagnosis_code", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hepatitis_c_status", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8100,11 +8869,11 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hepatitis_c_status", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8112,7 +8881,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "heart_failure_flag" }, { @@ -8120,11 +8889,11 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "substance_use_history_reported", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_flag" }, { @@ -8132,31 +8901,31 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "dyslipidemia_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "ischemic_heart_disease_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hepatitis_c_status", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "cns_risk_stratification_category", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "prior_dmards_count", "actual": "heart_failure_flag" }, { - "predicted": "ischemic_heart_disease_flag", + "predicted": "worsening_heart_failure_episode_order", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { @@ -8164,27 +8933,27 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "cardiovascular_disease_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "pulmonary_hypertension_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hepatitis_c_status", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_event_type", + "predicted": "cns_risk_stratification_category", "actual": "heart_failure_flag" }, { - "predicted": "ldh_level_category", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { - "predicted": "past_surgical_history_reported", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8192,23 +8961,23 @@ "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hepatitis_c_status", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "ldh_level_category", "actual": "heart_failure_flag" }, { - "predicted": "diagnosis_code", + "predicted": "pulmonary_hypertension_flag", "actual": "heart_failure_flag" }, { @@ -8216,7 +8985,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8228,71 +8997,47 @@ "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "charlson_comorbidity_index", "actual": "heart_failure_flag" }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, - { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" - }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_failure_flag" - }, - { - "predicted": "family_history_reported", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "substance_use_history_reported", "actual": "heart_failure_flag" }, { - "predicted": "cns_risk_stratification_category", + "predicted": "past_surgical_history_reported", "actual": "heart_failure_flag" }, { - "predicted": "hba1c_level", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { @@ -8300,11 +9045,11 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "family_history_reported", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -8312,43 +9057,39 @@ "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "charlson_comorbidity_index", "actual": "heart_failure_flag" }, { - "predicted": "heart_rate", + "predicted": "diagnosis_code", "actual": "heart_failure_flag" }, { - "predicted": "heart_rate", + "predicted": "diagnosis_code", "actual": "heart_failure_flag" }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, - { - "predicted": "hepatitis_c_status", - "actual": "heart_failure_flag" - }, { "predicted": "worsening_heart_failure_episode_order", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "ldh_level_category", "actual": "heart_failure_flag" }, { @@ -8356,7 +9097,7 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "worsening_heart_failure_episode_order", "actual": "heart_failure_flag" }, { @@ -8364,243 +9105,243 @@ "actual": "heart_failure_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "worsening_heart_failure_start_date", "actual": "heart_failure_flag" - }, + } + ] + }, + "heart_failure_primary_cause": { + "hits": 147, + "total": 240, + "misses": [ { - "predicted": "ldh_level_category", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "hemoglobin_level", - "actual": "heart_failure_flag" + "predicted": "cause_of_death_code", + "actual": "heart_failure_primary_cause" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "hospitalization_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "hospitalization_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "eortc_qlq_c30_fatigue_score", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "hospitalization_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "ldh_level_category", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "cardiovascular_disease_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" }, { - "predicted": "worsening_heart_failure_start_date", - "actual": "heart_failure_flag" - } - ] - }, - "heart_failure_primary_cause": { - "hits": 190, - "total": 240, - "misses": [ + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, { "predicted": "heart_failure_primary_cause_other", "actual": "heart_failure_primary_cause" @@ -8710,7 +9451,7 @@ "actual": "heart_failure_primary_cause" }, { - "predicted": "serum_calcium_level", + "predicted": "heart_failure_primary_cause_other", "actual": "heart_failure_primary_cause" }, { @@ -8744,74 +9485,98 @@ { "predicted": "heart_failure_primary_cause_other", "actual": "heart_failure_primary_cause" + } + ] + }, + "heart_failure_primary_cause_other": { + "hits": 240, + "total": 240, + "misses": [] + }, + "heart_failure_type": { + "hits": 155, + "total": 240, + "misses": [ + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "respiratory_insufficiency_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "respiratory_insufficiency_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_primary_cause_other", - "actual": "heart_failure_primary_cause" - } - ] - }, - "heart_failure_primary_cause_other": { - "hits": 240, - "total": 240, - "misses": [] - }, - "heart_failure_type": { - "hits": 182, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" @@ -8833,7 +9598,7 @@ "actual": "heart_failure_type" }, { - "predicted": "respiratory_insufficiency_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -8841,11 +9606,11 @@ "actual": "heart_failure_type" }, { - "predicted": "respiratory_insufficiency_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { - "predicted": "respiratory_insufficiency_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -8864,12 +9629,16 @@ "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, + { + "predicted": "heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { - "predicted": "respiratory_insufficiency_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -8909,7 +9678,7 @@ "actual": "heart_failure_type" }, { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -8933,11 +9702,11 @@ "actual": "heart_failure_type" }, { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -8965,15 +9734,15 @@ "actual": "heart_failure_type" }, { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "heart_failure_event_type", "actual": "heart_failure_type" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -8997,7 +9766,7 @@ "actual": "heart_failure_type" }, { - "predicted": "respiratory_insufficiency_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -9008,6 +9777,14 @@ "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "heart_failure_event_type", "actual": "heart_failure_type" @@ -9016,10 +9793,22 @@ "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "heart_failure_event_type", "actual": "heart_failure_type" }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "heart_failure_event_type", "actual": "heart_failure_type" @@ -9041,708 +9830,851 @@ "actual": "heart_failure_type" }, { - "predicted": "heart_failure_event_type", + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "respiratory_insufficiency_type", "actual": "heart_failure_type" } ] }, "heart_rate": { - "hits": 206, + "hits": 222, "total": 240, "misses": [ { - "predicted": "hepatitis_c_status", + "predicted": "hypertension_flag", "actual": "heart_rate" }, { - "predicted": "eortc_qlq_c30_fatigue_score", + "predicted": "cdr_score", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "beta2_microglobulin_level", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "fvc_percent_predicted", + "actual": "heart_rate" + }, + { + "predicted": "fvc_percent_predicted", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", + "actual": "heart_rate" + }, + { + "predicted": "crp_level", + "actual": "heart_rate" + }, + { + "predicted": "hypertension_flag", + "actual": "heart_rate" + }, + { + "predicted": "beta2_microglobulin_level", + "actual": "heart_rate" + }, + { + "predicted": "drug_administration_frequency", "actual": "heart_rate" + } + ] + }, + "height": { + "hits": 227, + "total": 240, + "misses": [ + { + "predicted": "discharge_medications_reported", + "actual": "height" + }, + { + "predicted": "copd_severity_stage", + "actual": "height" + }, + { + "predicted": "tumor_stage_m", + "actual": "height" + }, + { + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "height" + }, + { + "predicted": "global_disease_vas_patient", + "actual": "height" + }, + { + "predicted": "copd_severity_stage", + "actual": "height" + }, + { + "predicted": "hepatitis_c_status", + "actual": "height" + }, + { + "predicted": "copd_severity_stage", + "actual": "height" + }, + { + "predicted": "eortc_qlq_c30_emotional_score", + "actual": "height" + }, + { + "predicted": "long_term_oxygen_therapy_flag", + "actual": "height" + }, + { + "predicted": "tumor_stage_m", + "actual": "height" + }, + { + "predicted": "tumor_stage_m", + "actual": "height" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "height" + } + ] + }, + "hemoglobin_level": { + "hits": 225, + "total": 240, + "misses": [ + { + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "hemoglobin_level" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "lvef_percent", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "weight", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "heart_failure_type", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "bone_marrow_plasma_cell_percent", - "actual": "heart_rate" + "predicted": "random_glucose_level", + "actual": "hemoglobin_level" }, { - "predicted": "tlc_percent_predicted", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "hemoglobin_level" + } + ] + }, + "hepatitis_b_status": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "best_response_date", + "actual": "hepatitis_b_status" + } + ] + }, + "hepatitis_c_status": { + "hits": 240, + "total": 240, + "misses": [] + }, + "her2_status": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "copd_severity_stage", + "actual": "her2_status" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "heart_rate" + "predicted": "er_status", + "actual": "her2_status" + } + ] + }, + "hiv_status": { + "hits": 237, + "total": 240, + "misses": [ + { + "predicted": "condition_status", + "actual": "hiv_status" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "symptoms_at_presentation_reported", + "actual": "hiv_status" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "heart_rate" + "predicted": "condition_status", + "actual": "hiv_status" + } + ] + }, + "hla_b27_status": { + "hits": 240, + "total": 240, + "misses": [] + }, + "hospitalization_heart_failure_flag": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "exercise_intolerance_6mwt_flag", + "actual": "hospitalization_heart_failure_flag" + } + ] + }, + "hpylori_status": { + "hits": 240, + "total": 240, + "misses": [] + }, + "hsct_details_note": { + "hits": 240, + "total": 240, + "misses": [] + }, + "hypertension_flag": { + "hits": 215, + "total": 240, + "misses": [ + { + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "hepatitis_b_status", + "actual": "hypertension_flag" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "diagnosis_date", + "actual": "hypertension_flag" }, { - "predicted": "frequent_readmissions_flag", - "actual": "heart_rate" + "predicted": "pretreatment_screening_reported", + "actual": "hypertension_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hypertension_flag" }, { - "predicted": "heart_failure_event_type", - "actual": "heart_rate" + "predicted": "hyperinflation_rv_tlc_flag", + "actual": "hypertension_flag" }, { - "predicted": "frequent_readmissions_flag", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hypertension_flag" }, { - "predicted": "crp_level", - "actual": "heart_rate" + "predicted": "hyperinflation_rv_tlc_flag", + "actual": "hypertension_flag" }, { - "predicted": "eortc_qlq_c30_pain_score", - "actual": "heart_rate" + "predicted": "hba1c_level", + "actual": "hypertension_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "heart_rate" + "predicted": "ischemic_heart_disease_flag", + "actual": "hypertension_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hypertension_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "heart_rate" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "hypertension_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "adverse_event_management_type", + "actual": "hypertension_flag" }, { - "predicted": "bone_marrow_plasma_cell_percent", - "actual": "heart_rate" - } - ] - }, - "height": { - "hits": 205, - "total": 240, - "misses": [ + "predicted": "adverse_event_management_start_date", + "actual": "hypertension_flag" + }, { - "predicted": "hepatitis_c_status", - "actual": "height" + "predicted": "substance_use_history_reported", + "actual": "hypertension_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_flag", + "actual": "hypertension_flag" }, { - "predicted": "weight", - "actual": "height" + "predicted": "adverse_event_management_start_date", + "actual": "hypertension_flag" }, { - "predicted": "copd_severity_stage", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_flag", + "actual": "hypertension_flag" }, { - "predicted": "discharge_medications_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hypertension_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "height" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "height" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "height" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "treatment_modification_type", - "actual": "height" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" + } + ] + }, + "hyperinflation_rv_tlc_flag": { + "hits": 56, + "total": 240, + "misses": [ + { + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "discharge_medications_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "treatment_modification_type", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "discharge_medications_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "tumor_stage_m", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "exertional_desaturation_flag", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "pacu_discharge_intermediate_care_flag", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "pacu_discharge_intermediate_care_flag", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "discharge_medications_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "copd_severity_stage", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "discharge_medications_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hypertension_flag", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hdl_cholesterol_level", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "bmi_category", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "discharge_medications_reported", - "actual": "height" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "tumor_stage_m", - "actual": "height" - } - ] - }, - "hemoglobin_level": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { - "predicted": "hepatitis_b_status", - "actual": "hemoglobin_level" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "hemoglobin_level" - } - ] - }, - "hepatitis_b_status": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { - "predicted": "hepatitis_c_status", - "actual": "hepatitis_b_status" - } - ] - }, - "hepatitis_c_status": { - "hits": 240, - "total": 240, - "misses": [] - }, - "her2_status": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { - "predicted": "hba1c_level", - "actual": "her2_status" - } - ] - }, - "hiv_status": { - "hits": 197, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { - "predicted": "serum_albumin_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hba1c_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hba1c_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "her2_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "leeds_enthesitis_index", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "her2_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "prescription_dispense_date", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hpylori_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hba1c_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "serum_albumin_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hiv_status" + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "her2_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "serum_albumin_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hpylori_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "her2_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "her2_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "serum_albumin_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "serum_albumin_level", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "sleep_apnea_flag", - "actual": "hiv_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "hiv_status" - } - ] - }, - "hla_b27_status": { - "hits": 240, - "total": 240, - "misses": [] - }, - "hospitalization_heart_failure_flag": { - "hits": 229, - "total": 240, - "misses": [ - { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hospitalization_heart_failure_flag" + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hospitalization_heart_failure_flag" - } - ] - }, - "hpylori_status": { - "hits": 235, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { - "predicted": "weight", - "actual": "hpylori_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hepatitis_c_status", - "actual": "hpylori_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "hpylori_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "hpylori_status" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "weight", - "actual": "hpylori_status" - } - ] - }, - "hsct_details_note": { - "hits": 240, - "total": 240, - "misses": [] - }, - "hypertension_flag": { - "hits": 216, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { - "predicted": "platelet_count", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "diagnosis_date", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "note_type", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hba1c_level", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "pulmonary_hypertension_flag", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hypertension_flag" + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hypertension_flag" + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hdl_cholesterol_level", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hypertension_flag" + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "pulmonary_hypertension_flag", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hyperinflation_rv_tlc_flag", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "note_type", - "actual": "hypertension_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hypertension_flag" + "actual": "hyperinflation_rv_tlc_flag" }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hypertension_flag" + "actual": "hyperinflation_rv_tlc_flag" }, { - "predicted": "hpylori_status", - "actual": "hypertension_flag" - } - ] - }, - "hyperinflation_rv_tlc_flag": { - "hits": 14, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "hyperinflation_rv_tlc_flag" + }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "hyperinflation_rv_tlc_flag" @@ -10026,3028 +10958,3153 @@ { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "hyperinflation_rv_tlc_flag" + } + ] + }, + "hyperinflation_rv_tlc_tlc_flag": { + "hits": 240, + "total": 240, + "misses": [] + }, + "icans_grade": { + "hits": 232, + "total": 240, + "misses": [ + { + "predicted": "heart_failure_type", + "actual": "icans_grade" + }, + { + "predicted": "heart_failure_type", + "actual": "icans_grade" + }, + { + "predicted": "heart_failure_type", + "actual": "icans_grade" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "heart_failure_type", + "actual": "icans_grade" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "visit_type", + "actual": "icans_grade" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "gold_group", + "actual": "icans_grade" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "toxicity_grade", + "actual": "icans_grade" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" - }, + "predicted": "heart_failure_type", + "actual": "icans_grade" + } + ] + }, + "imaging_extramedullary_involvement_sites_reported": { + "hits": 239, + "total": 240, + "misses": [ { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_extramedullary_involvement_sites_reported" + } + ] + }, + "imaging_joint_inflammation_flag": { + "hits": 145, + "total": 240, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + } + ] + }, + "imaging_joint_space_narrowing_grade": { + "hits": 240, + "total": 240, + "misses": [] + }, + "imaging_leukemia_involvement_flag": { + "hits": 234, + "total": 240, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_leukemia_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_leukemia_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_leukemia_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_leukemia_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_leukemia_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_leukemia_involvement_flag" + } + ] + }, + "imaging_lymphoma_involvement_flag": { + "hits": 217, + "total": 240, + "misses": [ + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "imaging_lymphoma_involvement_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_lymphoma_involvement_flag" + } + ] + }, + "imaging_myeloma_findings_reported": { + "hits": 240, + "total": 240, + "misses": [] + }, + "imaging_progressive_disease_sites_reported": { + "hits": 240, + "total": 240, + "misses": [] + }, + "imaging_reporting_standard_flag": { + "hits": 211, + "total": 240, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "imaging_reporting_standard_flag" } ] }, - "hyperinflation_rv_tlc_tlc_flag": { - "hits": 239, + "imaging_suv_max": { + "hits": 237, "total": 240, "misses": [ { - "predicted": "hepatitis_c_status", - "actual": "hyperinflation_rv_tlc_tlc_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_suv_max" + }, + { + "predicted": "cpet_assessment", + "actual": "imaging_suv_max" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_suv_max" } ] }, - "icans_grade": { - "hits": 225, + "imaging_type": { + "hits": 196, "total": 240, "misses": [ { - "predicted": "copd_severity_stage", - "actual": "icans_grade" + "predicted": "radiographic_stage", + "actual": "imaging_type" }, { - "predicted": "gold_group", - "actual": "icans_grade" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_type" }, { - "predicted": "heart_failure_type", - "actual": "icans_grade" + "predicted": "radiographic_stage", + "actual": "imaging_type" + }, + { + "predicted": "bmi_category", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "icans_grade" + "actual": "imaging_type" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "icans_grade" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_type" }, { - "predicted": "covid19_severity", - "actual": "icans_grade" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_type" }, { - "predicted": "gold_group", - "actual": "icans_grade" + "predicted": "anesthesia_type", + "actual": "imaging_type" }, { - "predicted": "gold_group", - "actual": "icans_grade" + "predicted": "mild_exacerbation_count", + "actual": "imaging_type" }, { - "predicted": "gold_group", - "actual": "icans_grade" + "predicted": "radiographic_stage", + "actual": "imaging_type" }, { - "predicted": "covid19_severity", - "actual": "icans_grade" + "predicted": "radiation_fraction_count", + "actual": "imaging_type" }, { - "predicted": "copd_severity_stage", - "actual": "icans_grade" + "predicted": "bmi_category", + "actual": "imaging_type" }, { - "predicted": "tumor_grade", - "actual": "icans_grade" + "predicted": "adverse_event_management_type", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "icans_grade" + "actual": "imaging_type" }, { - "predicted": "crs_grade", - "actual": "icans_grade" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_type" }, { - "predicted": "gold_group", - "actual": "icans_grade" - } - ] - }, - "imaging_extramedullary_involvement_sites_reported": { - "hits": 239, - "total": 240, - "misses": [ - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "imaging_extramedullary_involvement_sites_reported" - } - ] - }, - "imaging_joint_inflammation_flag": { - "hits": 214, - "total": 240, - "misses": [ + "predicted": "radiographic_stage", + "actual": "imaging_type" + }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "severe_exacerbation_count", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "extra_articular_manifestation_flag", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "mild_exacerbation_count", + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "drug_route", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "extra_articular_manifestation_flag", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "imaging_joint_inflammation_flag" + "predicted": "radiographic_stage", + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "radiation_treated_sites_reported", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "heart_failure_etiology", + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "treatment_modification_type", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" + }, + { + "predicted": "mild_exacerbation_count", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" + }, + { + "predicted": "radiographic_stage", + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "actual": "imaging_type" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "imaging_joint_inflammation_flag" + "predicted": "treatment_modification_type", + "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_joint_inflammation_flag" + "predicted": "treatment_modification_type", + "actual": "imaging_type" } ] }, - "imaging_joint_space_narrowing_grade": { - "hits": 240, - "total": 240, - "misses": [] - }, - "imaging_leukemia_involvement_flag": { + "immunophenotyping_marker_reported": { "hits": 240, "total": 240, "misses": [] }, - "imaging_lymphoma_involvement_flag": { - "hits": 239, + "infusion_reaction_flag": { + "hits": 225, "total": 240, "misses": [ + { + "predicted": "physical_activity_flag", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "allergy_reaction_type", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "cns_risk_stratification_category", + "actual": "infusion_reaction_flag" + }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_lymphoma_involvement_flag" + "actual": "infusion_reaction_flag" + }, + { + "predicted": "time_from_diagnosis_to_biologic", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "allergy_reaction_type", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "adverse_event_flag", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "relapse_confirmation_method", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "adverse_event_flag", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "physical_activity_flag", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "allergy_severity", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "cns_risk_stratification_category", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "allergy_severity", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "infusion_reaction_flag" } ] }, - "imaging_myeloma_findings_reported": { - "hits": 240, - "total": 240, - "misses": [] - }, - "imaging_progressive_disease_sites_reported": { + "inhaler_technique_assessment": { "hits": 240, "total": 240, "misses": [] }, - "imaging_reporting_standard_flag": { - "hits": 237, + "initial_diagnostic_method": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "imaging_reporting_standard_flag" - }, - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "imaging_reporting_standard_flag" + "predicted": "adverse_event_management_start_date", + "actual": "initial_diagnostic_method" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_reporting_standard_flag" + "predicted": "adverse_event_management_start_date", + "actual": "initial_diagnostic_method" } ] }, - "imaging_suv_max": { - "hits": 240, - "total": 240, - "misses": [] - }, - "imaging_type": { - "hits": 198, + "insurance_type": { + "hits": 233, "total": 240, "misses": [ { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "cns_risk_stratification_category", + "actual": "insurance_type" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "follow_up_appointment_scheduled_flag", + "actual": "insurance_type" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "psa_subtype", + "actual": "insurance_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "insurance_type" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "polypharmacy_status", + "actual": "insurance_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "follow_up_specialty", + "actual": "insurance_type" }, { - "predicted": "bmi_category", - "actual": "imaging_type" - }, + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "insurance_type" + } + ] + }, + "ischemic_heart_disease_flag": { + "hits": 235, + "total": 240, + "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "hdl_cholesterol_level", + "actual": "ischemic_heart_disease_flag" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "prior_dmards_count", + "actual": "ischemic_heart_disease_flag" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "worsening_heart_failure_start_date", + "actual": "ischemic_heart_disease_flag" }, { - "predicted": "moderate_exacerbation_count", - "actual": "imaging_type" + "predicted": "covid19_vaccination_date", + "actual": "ischemic_heart_disease_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" - }, + "predicted": "hdl_cholesterol_level", + "actual": "ischemic_heart_disease_flag" + } + ] + }, + "iv_diuretic_use_flag": { + "hits": 239, + "total": 240, + "misses": [ { - "predicted": "moderate_exacerbation_count", - "actual": "imaging_type" - }, + "predicted": "dlco_percent_predicted", + "actual": "iv_diuretic_use_flag" + } + ] + }, + "last_visit_date": { + "hits": 234, + "total": 240, + "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "last_visit_date" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "cart_manufacturing_completion_date", + "actual": "last_visit_date" }, { - "predicted": "radiographic_stage", - "actual": "imaging_type" + "predicted": "dlco_percent_predicted", + "actual": "last_visit_date" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "actual": "last_visit_date" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "covid19_vaccination_date", + "actual": "last_visit_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" - }, + "predicted": "relapse_date", + "actual": "last_visit_date" + } + ] + }, + "ldh_level_category": { + "hits": 227, + "total": 240, + "misses": [ { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "moderate_exacerbation_count", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "moderate_exacerbation_count", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "treatment_modification_type", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "bmi_category", - "actual": "imaging_type" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" + } + ] + }, + "ldl_cholesterol_level": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "total_cholesterol_level", + "actual": "ldl_cholesterol_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "total_cholesterol_level", + "actual": "ldl_cholesterol_level" + } + ] + }, + "leeds_enthesitis_index": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "leeds_enthesitis_index" + } + ] + }, + "length_of_stay_days": { + "hits": 230, + "total": 240, + "misses": [ + { + "predicted": "treatment_intent", + "actual": "length_of_stay_days" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "hospitalization_heart_failure_flag", + "actual": "length_of_stay_days" }, { - "predicted": "treatment_modification_type", - "actual": "imaging_type" + "predicted": "hospitalization_heart_failure_flag", + "actual": "length_of_stay_days" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "hsct_details_note", + "actual": "length_of_stay_days" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "asdas_score", + "actual": "length_of_stay_days" }, { - "predicted": "radiographic_stage", - "actual": "imaging_type" + "predicted": "admission_date", + "actual": "length_of_stay_days" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "imaging_type" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "length_of_stay_days" }, { - "predicted": "adverse_event_management_type", - "actual": "imaging_type" + "predicted": "hsct_details_note", + "actual": "length_of_stay_days" }, { - "predicted": "treatment_modification_type", - "actual": "imaging_type" + "predicted": "dactylitis_severity_score", + "actual": "length_of_stay_days" }, { - "predicted": "treatment_modification_type", - "actual": "imaging_type" + "predicted": "admission_id", + "actual": "length_of_stay_days" } ] }, - "immunophenotyping_marker_reported": { + "leukemia_risk_stratification": { "hits": 239, "total": 240, "misses": [ { - "predicted": "molecular_genetic_marker_reported", - "actual": "immunophenotyping_marker_reported" + "predicted": "surgical_risk_classification", + "actual": "leukemia_risk_stratification" } ] }, - "infusion_reaction_flag": { - "hits": 233, + "long_covid_symptoms_reported": { + "hits": 240, + "total": 240, + "misses": [] + }, + "long_term_oxygen_therapy_flag": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "infusion_reaction_flag" + "predicted": "ldl_cholesterol_level", + "actual": "long_term_oxygen_therapy_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "infusion_reaction_flag" + "predicted": "ldl_cholesterol_level", + "actual": "long_term_oxygen_therapy_flag" + } + ] + }, + "long_term_toxicity_reported": { + "hits": 236, + "total": 240, + "misses": [ + { + "predicted": "ldl_cholesterol_level", + "actual": "long_term_toxicity_reported" }, { - "predicted": "adverse_event_management_type", - "actual": "infusion_reaction_flag" + "predicted": "tlc_percent_predicted", + "actual": "long_term_toxicity_reported" }, { - "predicted": "adverse_event_management_type", - "actual": "infusion_reaction_flag" + "predicted": "treatment_line", + "actual": "long_term_toxicity_reported" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "infusion_reaction_flag" + "predicted": "ldl_cholesterol_level", + "actual": "long_term_toxicity_reported" + } + ] + }, + "loss_of_response_date": { + "hits": 237, + "total": 240, + "misses": [ + { + "predicted": "therapeutic_class", + "actual": "loss_of_response_date" }, { - "predicted": "adverse_event_management_type", - "actual": "infusion_reaction_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "loss_of_response_date" }, { - "predicted": "allergy_severity", - "actual": "infusion_reaction_flag" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "loss_of_response_date" } ] }, - "inhaler_technique_assessment": { + "lost_followup_flag": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "lost_followup_flag" + }, + { + "predicted": "loss_of_response_date", + "actual": "lost_followup_flag" + } + ] + }, + "lugano_classification": { "hits": 239, "total": 240, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "inhaler_technique_assessment" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "lugano_classification" } ] }, - "initial_diagnostic_method": { + "lvef_percent": { "hits": 239, "total": 240, "misses": [ { - "predicted": "adverse_event_management_start_date", - "actual": "initial_diagnostic_method" + "predicted": "worsening_heart_failure_episode_order", + "actual": "lvef_percent" } ] }, - "insurance_type": { - "hits": 202, + "madrs_score": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "bmi_category", - "actual": "insurance_type" + "predicted": "anxiety_depression_flag", + "actual": "madrs_score" }, { - "predicted": "visit_type", - "actual": "insurance_type" - }, + "predicted": "asa_physical_status", + "actual": "madrs_score" + } + ] + }, + "malnutrition_flag": { + "hits": 238, + "total": 240, + "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "insurance_type" + "predicted": "exertional_desaturation_flag", + "actual": "malnutrition_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "insurance_type" - }, + "predicted": "egfr_level", + "actual": "malnutrition_flag" + } + ] + }, + "manufacturing_issue_note": { + "hits": 240, + "total": 240, + "misses": [] + }, + "measurement_date": { + "hits": 186, + "total": 240, + "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "insurance_type" + "predicted": "supportive_medication_reported", + "actual": "measurement_date" }, { - "predicted": "tumor_stage_t", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "follow_up_specialty", - "actual": "insurance_type" + "predicted": "treatment_modification_date", + "actual": "measurement_date" }, { - "predicted": "follow_up_specialty", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "ferritin_level", + "actual": "measurement_date" }, { - "predicted": "follow_up_appointment_scheduled_flag", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "visit_type", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "psa_subtype", - "actual": "insurance_type" + "predicted": "diagnosis_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "ferritin_level", + "actual": "measurement_date" }, { - "predicted": "follow_up_specialty", - "actual": "insurance_type" + "predicted": "best_response_date", + "actual": "measurement_date" }, { - "predicted": "follow_up_appointment_scheduled_flag", - "actual": "insurance_type" + "predicted": "relapse_date", + "actual": "measurement_date" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "insurance_type" + "predicted": "covid19_vaccination_date", + "actual": "measurement_date" }, { - "predicted": "note_type", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "last_visit_date", + "actual": "measurement_date" }, { - "predicted": "visit_type", - "actual": "insurance_type" + "predicted": "diagnosis_date", + "actual": "measurement_date" }, { - "predicted": "copd_severity_stage", - "actual": "insurance_type" + "predicted": "covid19_test_date", + "actual": "measurement_date" }, { - "predicted": "psa_subtype", - "actual": "insurance_type" + "predicted": "discharge_date", + "actual": "measurement_date" }, { - "predicted": "bmi_category", - "actual": "insurance_type" + "predicted": "ldh_level_category", + "actual": "measurement_date" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "insurance_type" + "predicted": "ferritin_level", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "dactylitis_severity_score", + "actual": "measurement_date" }, { - "predicted": "gold_group", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "discharge_medications_reported", + "actual": "measurement_date" }, { - "predicted": "biopsy_type", - "actual": "insurance_type" + "predicted": "ferritin_level", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "treatment_modification_type", - "actual": "insurance_type" + "predicted": "best_response_date", + "actual": "measurement_date" }, { - "predicted": "gold_group", - "actual": "insurance_type" + "predicted": "treatment_modification_date", + "actual": "measurement_date" }, { - "predicted": "follow_up_specialty", - "actual": "insurance_type" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "covid19_vaccination_date", + "actual": "measurement_date" }, { - "predicted": "visit_type", - "actual": "insurance_type" + "predicted": "covid19_vaccination_date", + "actual": "measurement_date" }, { - "predicted": "follow_up_specialty", - "actual": "insurance_type" + "predicted": "best_response_date", + "actual": "measurement_date" }, { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" + "predicted": "covid19_vaccination_date", + "actual": "measurement_date" }, { - "predicted": "follow_up_specialty", - "actual": "insurance_type" - } - ] - }, - "ischemic_heart_disease_flag": { - "hits": 219, - "total": 240, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" + "predicted": "relapse_date", + "actual": "measurement_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" + "predicted": "covid19_vaccination_date", + "actual": "measurement_date" }, { - "predicted": "dlco_percent_predicted", - "actual": "ischemic_heart_disease_flag" + "predicted": "covid19_test_date", + "actual": "measurement_date" }, { - "predicted": "covid19_test_date", - "actual": "ischemic_heart_disease_flag" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "hdl_cholesterol_level", - "actual": "ischemic_heart_disease_flag" + "predicted": "loss_of_response_date", + "actual": "measurement_date" }, { - "predicted": "systolic_bp", - "actual": "ischemic_heart_disease_flag" + "predicted": "best_response_date", + "actual": "measurement_date" }, { - "predicted": "dlco_percent_predicted", - "actual": "ischemic_heart_disease_flag" + "predicted": "discharge_date", + "actual": "measurement_date" }, { - "predicted": "hdl_cholesterol_level", - "actual": "ischemic_heart_disease_flag" + "predicted": "ldh_level_category", + "actual": "measurement_date" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "ischemic_heart_disease_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "measurement_date" }, { - "predicted": "fact_lym_physical_score", - "actual": "ischemic_heart_disease_flag" + "predicted": "ferritin_level", + "actual": "measurement_date" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "ischemic_heart_disease_flag" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" + "predicted": "supportive_medication_reported", + "actual": "measurement_date" }, { - "predicted": "hdl_cholesterol_level", - "actual": "ischemic_heart_disease_flag" + "predicted": "ferritin_level", + "actual": "measurement_date" }, { - "predicted": "hdl_cholesterol_level", - "actual": "ischemic_heart_disease_flag" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" + "predicted": "last_visit_date", + "actual": "measurement_date" }, { - "predicted": "oxygen_requirement_status", - "actual": "ischemic_heart_disease_flag" + "predicted": "relapse_date", + "actual": "measurement_date" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "ischemic_heart_disease_flag" + "predicted": "adverse_event_management_start_date", + 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"actual": "measurement_upper_limit" }, { - "predicted": "visit_end_date", - "actual": "last_visit_date" + "predicted": "platelet_count", + "actual": "measurement_upper_limit" + } + ] + }, + "medication_adherence_assessment": { + "hits": 235, + "total": 240, + "misses": [ + { + "predicted": "therapeutic_adherence_assessment", + "actual": "medication_adherence_assessment" }, { - "predicted": "visit_end_date", - "actual": "last_visit_date" + "predicted": "therapeutic_adherence_assessment", + "actual": "medication_adherence_assessment" }, { - "predicted": "relapse_date", - "actual": "last_visit_date" + "predicted": "therapeutic_adherence_assessment", + "actual": "medication_adherence_assessment" }, { - "predicted": "imaging_suv_max", - "actual": "last_visit_date" + "predicted": "therapeutic_adherence_assessment", + "actual": "medication_adherence_assessment" }, { - "predicted": "visit_end_date", - "actual": "last_visit_date" + "predicted": "therapeutic_adherence_assessment", + "actual": 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"actual": "niv_bipap_flag" + }, { - "predicted": "ldl_cholesterol_level", - "actual": "loss_of_response_date" + "predicted": "tumor_stage_n", + "actual": "niv_bipap_flag" }, { - "predicted": "treatment_end_date", - "actual": "loss_of_response_date" + "predicted": "cns_risk_stratification_category", + "actual": "niv_bipap_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "loss_of_response_date" + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "niv_bipap_flag" }, { - "predicted": "ldl_cholesterol_level", - "actual": "loss_of_response_date" + "predicted": "prior_nsaids_count", + "actual": "niv_bipap_flag" }, { - "predicted": "covid19_test_date", - "actual": "loss_of_response_date" - } - ] - }, - "lost_followup_flag": { - "hits": 235, - "total": 240, - "misses": [ + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "niv_bipap_flag" + }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "lost_followup_flag" + "predicted": 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"adverse_event_permanent_discontinuation_flag", - "actual": "note_text" - } - ] - }, - "note_type": { - "hits": 235, - "total": 240, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "note_type" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "provider_specialty", - "actual": "note_type" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "clinical_response", - "actual": "note_type" + "predicted": "crp_level", + "actual": "person_id" }, { - "predicted": "bmi_category", - "actual": "note_type" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "bmi_category", - "actual": "note_type" - } - ] - }, - "nutritional_status": { - "hits": 237, - "total": 240, - "misses": [ - { - "predicted": "visit_type", - "actual": "nutritional_status" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "person_id" }, { - "predicted": "visit_type", - "actual": "nutritional_status" + "predicted": "weight", + "actual": "person_id" }, { - "predicted": "tumor_stage_n", - "actual": "nutritional_status" - } - ] - }, - "nyha_class": { - "hits": 235, - "total": 240, - "misses": [ - { - "predicted": "tumor_stage_n", - "actual": "nyha_class" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "therapeutic_class", - "actual": "nyha_class" + "predicted": "eortc_qlq_c30_role_score", + "actual": "person_id" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "nyha_class" + "predicted": "birth_date", + "actual": "person_id" }, { - "predicted": "tumor_stage_n", - "actual": "nyha_class" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "nyha_class" - } - ] - }, - "obesity_flag": { - "hits": 220, - "total": 240, - "misses": [ - { - "predicted": "fact_lym_physical_score", - "actual": "obesity_flag" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "person_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "obesity_flag" + "predicted": "age", + "actual": "person_id" }, { - "predicted": "fact_lym_physical_score", - "actual": "obesity_flag" + "predicted": "weight", + "actual": "person_id" }, { - "predicted": "procedure_notes", - "actual": "obesity_flag" + "predicted": "drug_regimen_name", + "actual": "person_id" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "obesity_flag" + "predicted": "global_disease_vas_patient", + "actual": "person_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "obesity_flag" + "predicted": "global_disease_vas_patient", + "actual": "person_id" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "obesity_flag" + "actual": "person_id" }, { - "predicted": "fact_lym_physical_score", - "actual": "obesity_flag" + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "person_id" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "obesity_flag" + "predicted": "weight", + "actual": "person_id" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "obesity_flag" + "predicted": "drug_regimen_name", + "actual": "person_id" }, { - "predicted": "fact_lym_physical_score", - "actual": "obesity_flag" + "predicted": "weight", + "actual": "person_id" }, { - "predicted": "gold_group", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "obesity_flag" + "predicted": "care_site_id", + "actual": "person_id" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "osteoporosis_flag", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "follow_up_appointment_scheduled_flag", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "obesity_flag" + "predicted": "prior_nsaids_count", + "actual": "person_id" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "obesity_flag" - } - ] - }, - "opioid_use_flag": { - "hits": 236, - "total": 240, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "opioid_use_flag" + "predicted": "weight", + "actual": "person_id" }, { - "predicted": "past_surgical_history_reported", - "actual": "opioid_use_flag" + "predicted": "age", + "actual": "person_id" }, { - "predicted": "past_surgical_history_reported", - "actual": "opioid_use_flag" + "predicted": "global_disease_vas_patient", + "actual": "person_id" }, { - "predicted": "past_surgical_history_reported", - "actual": "opioid_use_flag" - } - ] - }, - "osteoporosis_flag": { - "hits": 240, - "total": 240, - "misses": [] - }, - "other_inhaled_exposure_status": { - "hits": 240, - "total": 240, - "misses": [] - }, - "oxygen_requirement_status": { - "hits": 236, - "total": 240, - "misses": [ - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "oxygen_requirement_status" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "person_id" }, - { - "predicted": "rso2_baseline_percent", - "actual": "oxygen_requirement_status" + { + "predicted": "age", + "actual": "person_id" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "oxygen_requirement_status" + "predicted": "tumor_stage_n", + "actual": "person_id" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "oxygen_requirement_status" + "predicted": "drug_regimen_name", + "actual": "person_id" } ] }, - "pacu_discharge_intermediate_care_flag": { + "phq9_score": { "hits": 240, "total": 240, "misses": [] }, - "pain_vas": { - "hits": 239, + "physical_activity_flag": { + "hits": 235, "total": 240, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "pain_vas" - } - ] - }, - "pasdas_score": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "act_score", + "actual": "physical_activity_flag" + }, { - "predicted": "weight", - "actual": "pasdas_score" + "predicted": "exercise_intolerance_6mwt_flag", + "actual": "physical_activity_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "pasdas_score" + "predicted": "eosinophilic_inflammation_v1_flag", + "actual": "physical_activity_flag" }, { - "predicted": "pain_vas", - "actual": "pasdas_score" + "predicted": "exertional_desaturation_flag", + "actual": "physical_activity_flag" }, { - "predicted": "dapsa_score", - "actual": "pasdas_score" + "predicted": "drug_administration_frequency", + "actual": "physical_activity_flag" } ] }, - "pasqal_tool_used_flag": { - "hits": 239, + "platelet_count": { + "hits": 234, "total": 240, "misses": [ { - "predicted": "treatment_switch_count", - "actual": "pasqal_tool_used_flag" - } - ] - }, - "past_surgical_history_reported": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "total_cholesterol_level", + "actual": "platelet_count" + }, { - "predicted": "long_covid_symptoms_reported", - "actual": "past_surgical_history_reported" + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "platelet_count" + }, + { + "predicted": "tumor_stage_n", + "actual": "platelet_count" + }, + { + "predicted": "mild_exacerbation_count", + "actual": "platelet_count" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "platelet_count" + }, + { + "predicted": "tlc_percent_predicted", + "actual": "platelet_count" } ] }, - "peripheral_arterial_disease_flag": { - "hits": 231, + "polypharmacy_status": { + "hits": 233, "total": 240, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "peripheral_arterial_disease_flag" - }, - { - "predicted": "adverse_event_management_type", - "actual": "peripheral_arterial_disease_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "peripheral_arterial_disease_flag" + "predicted": "discharge_medications_reported", + "actual": "polypharmacy_status" }, { - "predicted": "loss_of_response_date", - "actual": "peripheral_arterial_disease_flag" + "predicted": "tumor_stage_n", + "actual": "polypharmacy_status" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "peripheral_arterial_disease_flag" + "predicted": "discharge_medications_reported", + "actual": "polypharmacy_status" }, { - "predicted": "chronic_kidney_disease_flag", - "actual": "peripheral_arterial_disease_flag" + "predicted": "discharge_medications_reported", + "actual": "polypharmacy_status" }, { - "predicted": "readmission_prevention_measures_reported", - "actual": "peripheral_arterial_disease_flag" + "predicted": "discharge_medications_reported", + "actual": "polypharmacy_status" }, { - "predicted": "diagnosis_date", - "actual": "peripheral_arterial_disease_flag" + "predicted": "platelet_count", + "actual": "polypharmacy_status" }, { - "predicted": "past_surgical_history_reported", - "actual": "peripheral_arterial_disease_flag" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "polypharmacy_status" } ] }, - "person_id": { - "hits": 207, + "postoperative_complication_flag": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "worsening_heart_failure_episode_order", - "actual": "person_id" - }, - { - "predicted": "weight", - "actual": "person_id" - }, - { - "predicted": "prior_nsaids_count", - "actual": "person_id" + "predicted": "gold_group", + "actual": "postoperative_complication_flag" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "person_id" - }, - { - "predicted": "weight", - "actual": "person_id" - }, - { - "predicted": "pacu_discharge_intermediate_care_flag", - "actual": "person_id" - }, + "actual": "postoperative_complication_flag" + } + ] + }, + "postoperative_delirium_flag": { + "hits": 161, + "total": 240, + "misses": [ { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "prior_nsaids_count", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "diagnosis_code", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "covid19_vaccination_status", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "prior_nsaids_count", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "covid19_vaccination_status", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "gold_group", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "diagnosis_code", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "cdr_score", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "leeds_enthesitis_index", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "diagnosis_code", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "bmi_category", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "weight", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "global_disease_vas_patient", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "crs_grade", - "actual": "person_id" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "tumor_stage_n", - "actual": "person_id" - } - ] - }, - "phq9_score": { - "hits": 240, - "total": 240, - "misses": [] - }, - "physical_activity_flag": { - "hits": 215, - "total": 240, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "asa_physical_status", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eosinophilic_inflammation_v2_flag", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "fact_lym_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "exercise_intolerance_6mwt_flag", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "exertional_desaturation_flag", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "fact_lym_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "covid19_vaccination_status", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "exertional_desaturation_flag", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "leeds_enthesitis_index", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "fact_lym_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_complication_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "fact_lym_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "exertional_desaturation_flag", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "fact_lym_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "exertional_desaturation_flag", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "covid19_vaccination_status", - "actual": "physical_activity_flag" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "physical_activity_flag" - } - ] - }, - "platelet_count": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" + }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "platelet_count" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "total_cholesterol_level", - "actual": "platelet_count" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "total_cholesterol_level", - "actual": "platelet_count" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "tlc_percent_predicted", - "actual": "platelet_count" - } - ] - }, - "polypharmacy_status": { - "hits": 235, - "total": 240, - "misses": [ + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" + }, { - "predicted": "tumor_stage_n", - "actual": "polypharmacy_status" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "drug_name", - "actual": "polypharmacy_status" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "polypharmacy_status" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "therapeutic_class", - "actual": "polypharmacy_status" + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" }, { - "predicted": "tumor_stage_n", - "actual": "polypharmacy_status" - } - ] - }, - "postoperative_complication_flag": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" + }, { - "predicted": "bone_marrow_plasma_cell_percent", - "actual": "postoperative_complication_flag" - } - ] - }, - "postoperative_delirium_flag": { - "hits": 178, - "total": 240, - "misses": [ + "predicted": "postoperative_delirium_history_flag", + "actual": "postoperative_delirium_flag" + }, { "predicted": "postoperative_delirium_history_flag", "actual": "postoperative_delirium_flag" @@ -13119,373 +14176,434 @@ { "predicted": "postoperative_delirium_history_flag", "actual": "postoperative_delirium_flag" + } + ] + }, + "postoperative_delirium_history_flag": { + "hits": 240, + "total": 240, + "misses": [] + }, + "pr_status": { + "hits": 226, + "total": 240, + "misses": [ + { + "predicted": "cancer_history_flag", + "actual": "pr_status" + }, + { + "predicted": "cancer_history_flag", + "actual": "pr_status" + }, + { + "predicted": "cancer_history_flag", + "actual": "pr_status" + }, + { + "predicted": "rheumatoid_factor_status", + "actual": "pr_status" + }, + { + "predicted": "copd_severity_stage", + "actual": "pr_status" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + }, + { + "predicted": "cancer_history_flag", + "actual": "pr_status" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + }, + { + "predicted": "beta2_microglobulin_level", + "actual": "pr_status" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + } + ] + }, + "prescription_days_supply": { + "hits": 233, + "total": 240, + "misses": [ + { + "predicted": "prior_nsaids_count", + "actual": "prescription_days_supply" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "prior_nsaids_count", + "actual": "prescription_days_supply" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "prescription_days_supply" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "prior_nsaids_count", + "actual": "prescription_days_supply" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "prescription_days_supply" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "nodal_mass_size", + "actual": "prescription_days_supply" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, + "predicted": "chronic_kidney_disease_flag", + "actual": "prescription_days_supply" + } + ] + }, + "prescription_dispense_date": { + "hits": 240, + "total": 240, + "misses": [] + }, + "pretreatment_screening_reported": { + "hits": 239, + "total": 240, + "misses": [ { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "pretreatment_screening_reported" + } + ] + }, + "prior_corticosteroids_count": { + "hits": 240, + "total": 240, + "misses": [] + }, + "prior_dmards_count": { + "hits": 240, + "total": 240, + "misses": [] + }, + "prior_nsaids_count": { + "hits": 240, + "total": 240, + "misses": [] + }, + "procedure_code": { + "hits": 238, + "total": 240, + "misses": [ { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_code" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_code" + } + ] + }, + "procedure_date": { + "hits": 206, + "total": 240, + "misses": [ { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "cdr_score", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "cart_manufacturing_completion_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "treatment_modification_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "cart_manufacturing_completion_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_complication_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_complication_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_management_start_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_management_start_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "procedure_date" }, { - "predicted": "postoperative_complication_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_management_start_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "dactylitis_severity_score", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "cart_manufacturing_start_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "past_surgical_history_reported", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "dactylitis_severity_score", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "chronic_kidney_disease_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_management_start_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_management_start_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "dactylitis_severity_score", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "past_surgical_history_reported", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" + "predicted": "loss_of_response_date", + "actual": "procedure_date" } ] }, - "postoperative_delirium_history_flag": { - "hits": 239, + "procedure_notes": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "past_surgical_history_reported", - "actual": "postoperative_delirium_history_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_notes" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "procedure_notes" } ] }, - "pr_status": { - "hits": 237, + "provider_specialty": { + "hits": 118, "total": 240, "misses": [ { - "predicted": "cancer_history_flag", - "actual": "pr_status" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "tumor_stage_t", - "actual": "pr_status" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "pretreatment_screening_reported", - "actual": "pr_status" - } - ] - }, - "prescription_days_supply": { - "hits": 230, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "prior_dmards_count", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "past_surgical_history_reported", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "steroid_taper_duration", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "global_disease_vas_physician", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "dlco_percent_predicted", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "extranodal_sites_reported", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "drug_dose", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "prescription_days_supply" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "dlco_percent_predicted", - "actual": "prescription_days_supply" - } - ] - }, - "prescription_dispense_date": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "prescription_dispense_date" - } - ] - }, - "pretreatment_screening_reported": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "past_surgical_history_reported", - "actual": "pretreatment_screening_reported" - } - ] - }, - "prior_corticosteroids_count": { - "hits": 240, - "total": 240, - "misses": [] - }, - "prior_dmards_count": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "concomitant_csdmard_flag", - "actual": "prior_dmards_count" + "predicted": "adverse_event_type", + "actual": "provider_specialty" }, { - "predicted": "prior_corticosteroids_count", - "actual": "prior_dmards_count" - } - ] - }, - "prior_nsaids_count": { - "hits": 240, - "total": 240, - "misses": [] - }, - "procedure_code": { - "hits": 234, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "procedure_notes", - "actual": "procedure_code" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "procedure_notes", - "actual": "procedure_code" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "therapeutic_class", - "actual": "procedure_code" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "procedure_notes", - "actual": "procedure_code" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "crp_level", - "actual": "procedure_code" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "procedure_notes", - "actual": "procedure_code" - } - ] - }, - "procedure_date": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "procedure_date" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "past_surgical_history_reported", - "actual": "procedure_date" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "dactylitis_severity_score", - "actual": "procedure_date" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "past_surgical_history_reported", - "actual": "procedure_date" - } - ] - }, - "procedure_notes": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "procedure_notes" - } - ] - }, - "provider_specialty": { - "hits": 206, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { "predicted": "follow_up_specialty", "actual": "provider_specialty" }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "provider_specialty" + }, { "predicted": "follow_up_specialty", "actual": "provider_specialty" @@ -13495,11 +14613,11 @@ "actual": "provider_specialty" }, { - "predicted": "surgical_specialty", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13519,7 +14637,7 @@ "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13539,7 +14657,7 @@ "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13547,15 +14665,15 @@ "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "procedure_notes", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13567,15 +14685,15 @@ "actual": "provider_specialty" }, { - "predicted": "surgical_specialty", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13587,7 +14705,7 @@ "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13595,7 +14713,7 @@ "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -13603,645 +14721,661 @@ "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "note_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_specialty", "actual": "provider_specialty" - } - ] - }, - "psa_subtype": { - "hits": 240, - "total": 240, - "misses": [] - }, - "pulmonary_hypertension_flag": { - "hits": 233, - "total": 240, - "misses": [ + }, { - "predicted": "bmi", - "actual": "pulmonary_hypertension_flag" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "hpylori_status", - "actual": "pulmonary_hypertension_flag" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "hpylori_status", - "actual": "pulmonary_hypertension_flag" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "hpylori_status", - "actual": "pulmonary_hypertension_flag" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "phq9_score", - "actual": "pulmonary_hypertension_flag" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "hpylori_status", - "actual": "pulmonary_hypertension_flag" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "hpylori_status", - "actual": "pulmonary_hypertension_flag" - } - ] - }, - "race": { - "hits": 210, - "total": 240, - "misses": [ + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "provider_specialty" + }, { - "predicted": "adverse_event_management_type", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "wbc_count", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "procedure_code", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "gold_group", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "worsening_heart_failure_event_type", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "heart_failure_etiology", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "heart_failure_etiology", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "biopsy_type", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "crp_level", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "heart_failure_etiology", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "crs_grade", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "beta2_microglobulin_level", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "pacu_discharge_intermediate_care_flag", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "eosinophil_category", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "cart_manufacturing_delay_reason", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "cat_score", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "crs_grade", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "eosinophil_category", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "wbc_count", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "eosinophil_category", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "chronic_kidney_disease_flag", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "discontinuation_reason", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "race" + "actual": "provider_specialty" }, { - "predicted": "biopsy_type", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "therapeutic_class", - "actual": "race" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "biopsy_type", - "actual": "race" - } - ] - }, - "radiation_fraction_count": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "radiation_total_dose", - "actual": "radiation_fraction_count" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "provider_specialty" }, { - "predicted": "radiation_total_dose", - "actual": "radiation_fraction_count" - } - ] - }, - "radiation_fraction_dose": { - "hits": 232, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_fraction_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_fraction_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_fraction_dose" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "provider_specialty" }, { - "predicted": "radiation_total_dose", - "actual": "radiation_fraction_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_fraction_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "covid19_vaccination_date", - "actual": "radiation_fraction_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_fraction_dose" + "predicted": "cat_score", + "actual": "provider_specialty" }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_fraction_dose" - } - ] - }, - "radiation_total_dose": { - "hits": 235, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_total_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "radiation_fraction_count", - "actual": "radiation_total_dose" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "provider_specialty" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "radiation_total_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "covid19_vaccination_date", - "actual": "radiation_total_dose" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "steroid_equivalent_dose", - "actual": "radiation_total_dose" - } - ] - }, - "radiation_treated_sites_reported": { - "hits": 233, - "total": 240, - "misses": [ + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, { - "predicted": "treatment_switch_count", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "pretreatment_screening_reported", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "treatment_switch_count", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "radiation_treated_sites_reported" + "predicted": "follow_up_specialty", + "actual": "provider_specialty" } ] }, - "radiographic_stage": { - "hits": 234, + "psa_subtype": { + "hits": 240, + "total": 240, + "misses": [] + }, + "pulmonary_hypertension_flag": { + "hits": 231, "total": 240, "misses": [ { - "predicted": "copd_severity_stage", - "actual": "radiographic_stage" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "radiographic_stage" + "predicted": "phq9_score", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "radiographic_stage" + "predicted": "initial_diagnostic_method", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "radiographic_stage" + "predicted": "phq9_score", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "radiation_fraction_count", - "actual": "radiographic_stage" + "predicted": "hpylori_status", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "adverse_event_management_end_date", - "actual": "radiographic_stage" - } - ] - }, - "ra_functional_class": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "phq9_score", + "actual": "pulmonary_hypertension_flag" + }, { - "predicted": "heart_rate", - "actual": "ra_functional_class" + "predicted": "phq9_score", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "heart_rate", - "actual": "ra_functional_class" + "predicted": "phq9_score", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "heart_rate", - "actual": "ra_functional_class" + "predicted": "hpylori_status", + "actual": "pulmonary_hypertension_flag" }, { - "predicted": "heart_rate", - "actual": "ra_functional_class" + "predicted": "initial_diagnostic_method", + "actual": "pulmonary_hypertension_flag" } ] }, - "random_glucose_level": { - "hits": 240, - "total": 240, - "misses": [] - }, - "readmission_date": { - "hits": 228, + "race": { + "hits": 222, "total": 240, "misses": [ { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "race" }, { - "predicted": "adverse_event_management_end_date", - "actual": "readmission_date" + "predicted": "admission_source", + "actual": "race" }, { - "predicted": "loss_of_response_date", - "actual": "readmission_date" + "predicted": "leukemia_risk_stratification", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_date" + "predicted": "admission_source", + "actual": "race" }, { - "predicted": "loss_of_response_date", - "actual": "readmission_date" + "predicted": "heart_failure_etiology", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "race" }, { - "predicted": "adverse_event_management_end_date", - "actual": "readmission_date" + "predicted": "eq5d_score", + "actual": "race" }, { - "predicted": "adverse_event_management_end_date", - "actual": "readmission_date" + "predicted": "admission_source", + "actual": "race" }, { - "predicted": "covid19_test_date", - "actual": "readmission_date" + "predicted": "prior_corticosteroids_count", + "actual": "race" }, { - "predicted": "covid19_test_date", - "actual": "readmission_date" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "race" }, { - "predicted": "loss_of_response_date", - "actual": "readmission_date" + "predicted": "cart_manufacturing_delay_reason", + "actual": "race" }, { - "predicted": "loss_of_response_date", - "actual": "readmission_date" - } - ] - }, - "readmission_flag": { - "hits": 131, - "total": 240, - "misses": [ - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "discontinuation_reason", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "autoimmune_condition_reported", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "severe_exacerbation_count", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "autoimmune_condition_reported", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "cart_manufacturing_delay_reason", + "actual": "race" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "race" + } + ] + }, + "radiation_fraction_count": { + "hits": 237, + "total": 240, + "misses": [ { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_count" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_count" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_count" + } + ] + }, + "radiation_fraction_dose": { + "hits": 226, + "total": 240, + "misses": [ + { + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_total_dose", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_fraction_dose" + } + ] + }, + "radiation_total_dose": { + "hits": 234, + "total": 240, + "misses": [ + { + "predicted": "radiation_fraction_count", + "actual": "radiation_total_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiographic_stage", + "actual": "radiation_total_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "radiation_total_dose" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_total_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "steroid_equivalent_dose", + "actual": "radiation_total_dose" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiation_total_dose" + } + ] + }, + "radiation_treated_sites_reported": { + "hits": 235, + "total": 240, + "misses": [ + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "radiation_treated_sites_reported" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "treatment_switch_count", + "actual": "radiation_treated_sites_reported" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "radiation_treated_sites_reported" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "radiation_treated_sites_reported" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "radiation_treated_sites_reported" + } + ] + }, + "radiographic_stage": { + "hits": 229, + "total": 240, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "radiographic_stage" }, { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_flag" + "predicted": "rheumatoid_factor_level", + "actual": "radiographic_stage" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "crab_features_reported", + "actual": "radiographic_stage" }, { - "predicted": "readmission_risk_score", - "actual": "readmission_flag" + "predicted": "rheumatoid_factor_level", + "actual": "radiographic_stage" }, { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "radiographic_stage" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "radiographic_stage" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "radiographic_stage" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "radiation_fraction_count", + "actual": "radiographic_stage" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "rheumatoid_factor_level", + "actual": "radiographic_stage" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "readmission_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "radiographic_stage" }, + { + "predicted": "surgical_risk_classification", + "actual": "radiographic_stage" + } + ] + }, + "ra_functional_class": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "eortc_qlq_c30_physical_score", + "actual": "ra_functional_class" + } + ] + }, + "random_glucose_level": { + "hits": 240, + "total": 240, + "misses": [] + }, + "readmission_date": { + "hits": 226, + "total": 240, + "misses": [ { "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "readmission_date" }, { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_flag" + "predicted": "loss_of_response_date", + "actual": "readmission_date" }, { "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_flag" + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "readmission_risk_score", + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "readmission_reason", + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "readmission_reason", + "actual": "readmission_date" }, { "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "relapse_date", + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "adverse_event_management_start_date", + "actual": "readmission_date" }, { "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "actual": "readmission_date" }, { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_flag" + "predicted": "adverse_event_management_start_date", + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" + "predicted": "loss_of_response_date", + "actual": "readmission_date" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, + "predicted": "adverse_event_management_start_date", + "actual": "readmission_date" + } + ] + }, + "readmission_flag": { + "hits": 185, + "total": 240, + "misses": [ { "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_prevention_measures_reported", "actual": "readmission_flag" }, { - "predicted": "readmission_risk_score", + "predicted": "treatment_intent", "actual": "readmission_flag" }, { @@ -14249,11 +15383,11 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "readmission_prevention_measures_reported", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "readmission_flag" }, { @@ -14269,7 +15403,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_reason", "actual": "readmission_flag" }, { @@ -14285,7 +15419,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14293,7 +15427,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "readmission_flag" }, { @@ -14305,7 +15439,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14313,7 +15447,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14321,7 +15455,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14329,15 +15463,15 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_prevention_measures_reported", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14349,7 +15483,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14357,11 +15491,11 @@ "actual": "readmission_flag" }, { - "predicted": "readmission_prevention_measures_reported", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "treatment_intent", "actual": "readmission_flag" }, { @@ -14369,11 +15503,11 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14389,7 +15523,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -14397,7 +15531,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_prevention_measures_reported", "actual": "readmission_flag" }, { @@ -14408,6 +15542,10 @@ "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" }, + { + "predicted": "readmission_risk_score", + "actual": "readmission_flag" + }, { "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" @@ -14421,31 +15559,31 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_prevention_measures_reported", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_prevention_measures_reported", "actual": "readmission_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" }, { - "predicted": "infusion_reaction_flag", + "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_reason", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "infusion_reaction_flag", + "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" } ] @@ -14456,113 +15594,25 @@ "misses": [] }, "readmission_reason": { - "hits": 215, + "hits": 237, "total": 240, "misses": [ - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_risk_score", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, { "predicted": "readmission_risk_score", "actual": "readmission_reason" }, - { - "predicted": "discontinuation_reason", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, { "predicted": "frequent_readmissions_flag", "actual": "readmission_reason" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "discontinuation_reason", "actual": "readmission_reason" } ] }, "readmission_risk_score": { - "hits": 234, + "hits": 237, "total": 240, "misses": [ { @@ -14573,18 +15623,6 @@ "predicted": "readmission_prevention_measures_reported", "actual": "readmission_risk_score" }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_risk_score" - }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_risk_score" - }, - { - "predicted": "crs_grade", - "actual": "readmission_risk_score" - }, { "predicted": "readmission_prevention_measures_reported", "actual": "readmission_risk_score" @@ -14592,23 +15630,14 @@ ] }, "relapse_confirmation_method": { - "hits": 239, + "hits": 240, "total": 240, - "misses": [ - { - "predicted": "moderate_exacerbation_count", - "actual": "relapse_confirmation_method" - } - ] + "misses": [] }, "relapse_date": { - "hits": 238, + "hits": 239, "total": 240, "misses": [ - { - "predicted": "discharge_date", - "actual": "relapse_date" - }, { "predicted": "relapse_confirmation_method", "actual": "relapse_date" @@ -14621,21 +15650,33 @@ "misses": [] }, "reported_allergy_drug": { - "hits": 238, + "hits": 235, "total": 240, "misses": [ { - "predicted": "readmission_prevention_measures_reported", + "predicted": "discharge_medications_reported", "actual": "reported_allergy_drug" }, { - "predicted": "supportive_medication_reported", + "predicted": "medication_adherence_assessment", + "actual": "reported_allergy_drug" + }, + { + "predicted": "discharge_medications_reported", + "actual": "reported_allergy_drug" + }, + { + "predicted": "allergy_severity", + "actual": "reported_allergy_drug" + }, + { + "predicted": "discharge_medications_reported", "actual": "reported_allergy_drug" } ] }, "respiratory_insufficiency_flag": { - "hits": 235, + "hits": 234, "total": 240, "misses": [ { @@ -14643,197 +15684,121 @@ "actual": "respiratory_insufficiency_flag" }, { - "predicted": "radiographic_stage", + "predicted": "rv_tlc_ratio", "actual": "respiratory_insufficiency_flag" }, { - "predicted": "follow_up_specialty", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "respiratory_insufficiency_flag" }, { - "predicted": "feno_above_threshold_flag", + "predicted": "respiratory_rate", "actual": "respiratory_insufficiency_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "follow_up_specialty", + "actual": "respiratory_insufficiency_flag" + }, + { + "predicted": "respiratory_insufficiency_type", "actual": "respiratory_insufficiency_flag" } ] }, "respiratory_insufficiency_type": { - "hits": 233, + "hits": 239, "total": 240, "misses": [ { "predicted": "note_type", "actual": "respiratory_insufficiency_type" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "respiratory_insufficiency_type" - }, - { - "predicted": "crp_level", - "actual": "respiratory_insufficiency_type" - }, - { - "predicted": "clinical_response", - "actual": "respiratory_insufficiency_type" - }, - { - "predicted": "clinical_response", - "actual": "respiratory_insufficiency_type" - }, - { - "predicted": "clinical_response", - "actual": "respiratory_insufficiency_type" - }, - { - "predicted": "biopsy_type", - "actual": "respiratory_insufficiency_type" } ] }, "respiratory_rate": { - "hits": 233, + "hits": 224, "total": 240, "misses": [ - { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "respiratory_rate" - }, { "predicted": "drug_administration_frequency", "actual": "respiratory_rate" }, { - "predicted": "measurement_lower_limit", + "predicted": "clinical_response", "actual": "respiratory_rate" }, { - "predicted": "drug_administration_frequency", + "predicted": "clinical_response", "actual": "respiratory_rate" }, { - "predicted": "tlc_percent_predicted", + "predicted": "clinical_response", "actual": "respiratory_rate" }, { - "predicted": "rv_tlc_ratio", + "predicted": "measurement_lower_limit", "actual": "respiratory_rate" }, { - "predicted": "esr_level", + "predicted": "drug_administration_frequency", "actual": "respiratory_rate" - } - ] - }, - "rheumatoid_factor_level": { - "hits": 181, - "total": 240, - "misses": [ - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "respiratory_rate" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "respiratory_rate" }, { - "predicted": "eortc_qlq_c30_fatigue_score", - "actual": "rheumatoid_factor_level" + "predicted": "clinical_response", + "actual": "respiratory_rate" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" + "predicted": "rv_tlc_ratio", + "actual": "respiratory_rate" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" + "predicted": "clinical_response", + "actual": "respiratory_rate" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" + "predicted": "clinical_response", + "actual": "respiratory_rate" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" + "predicted": "clinical_response", + "actual": "respiratory_rate" }, { - "predicted": "tumor_stage_n", - "actual": "rheumatoid_factor_level" + "predicted": "clinical_response", + "actual": "respiratory_rate" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" + "predicted": "clinical_response", + "actual": "respiratory_rate" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, + "predicted": "drug_administration_frequency", + "actual": "respiratory_rate" + } + ] + }, + "rheumatoid_factor_level": { + "hits": 214, + "total": 240, + "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_level" }, { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "radiation_fraction_count", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "rheumatoid_factor_level" }, { @@ -14844,18 +15809,6 @@ "predicted": "rheumatoid_factor_status", "actual": "rheumatoid_factor_level" }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "fact_lym_physical_score", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, { "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" @@ -14865,55 +15818,23 @@ "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_role_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "fact_lym_physical_score", + "predicted": "rheumatoid_factor_status", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "radiation_fraction_count", "actual": "rheumatoid_factor_level" }, { - "predicted": "rheumatoid_factor_status", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { @@ -14921,19 +15842,19 @@ "actual": "rheumatoid_factor_level" }, { - "predicted": "rheumatoid_factor_status", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { @@ -14945,15 +15866,15 @@ "actual": "rheumatoid_factor_level" }, { - "predicted": "egfr_level", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "rheumatoid_factor_status", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { @@ -14961,17 +15882,21 @@ "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_fatigue_score", + "actual": "rheumatoid_factor_level" + }, + { + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" } ] }, "rheumatoid_factor_status": { - "hits": 224, + "hits": 216, "total": 240, "misses": [ { @@ -14982,6 +15907,18 @@ "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" }, + { + "predicted": "extra_articular_manifestation_flag", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "rv_tlc_ratio", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "rheumatoid_factor_level", + "actual": "rheumatoid_factor_status" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" @@ -14999,7 +15936,11 @@ "actual": "rheumatoid_factor_status" }, { - "predicted": "covid19_test_result", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_status" }, { @@ -15019,17 +15960,33 @@ "actual": "rheumatoid_factor_status" }, { - "predicted": "rv_percent_predicted", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "rheumatoid_factor_level", "actual": "rheumatoid_factor_status" }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" }, + { + "predicted": "eortc_qlq_c30_fatigue_score", + "actual": "rheumatoid_factor_status" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" }, + { + "predicted": "eortc_qlq_c30_fatigue_score", + "actual": "rheumatoid_factor_status" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" @@ -15041,22 +15998,43 @@ ] }, "rso2_baseline_percent": { - "hits": 240, + "hits": 239, "total": 240, - "misses": [] + "misses": [ + { + "predicted": "crab_features_reported", + "actual": "rso2_baseline_percent" + } + ] }, "rv_percent_predicted": { - "hits": 239, + "hits": 235, "total": 240, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "rv_tlc_ratio", + "actual": "rv_percent_predicted" + }, + { + "predicted": "rv_tlc_ratio", + "actual": "rv_percent_predicted" + }, + { + "predicted": "rv_tlc_ratio", + "actual": "rv_percent_predicted" + }, + { + "predicted": "rv_tlc_ratio", + "actual": "rv_percent_predicted" + }, + { + "predicted": "crp_level", "actual": "rv_percent_predicted" } ] }, "rv_tlc_ratio": { - "hits": 199, + "hits": 221, "total": 240, "misses": [ { @@ -15076,7 +16054,7 @@ "actual": "rv_tlc_ratio" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "discontinuation_reason", "actual": "rv_tlc_ratio" }, { @@ -15088,7 +16066,7 @@ "actual": "rv_tlc_ratio" }, { - "predicted": "total_cholesterol_level", + "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "rv_tlc_ratio" }, { @@ -15134,2248 +16112,2241 @@ { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "rv_tlc_ratio" + } + ] + }, + "serum_albumin_level": { + "hits": 236, + "total": 240, + "misses": [ + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "serum_albumin_level" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "serum_free_light_chain_level", + "actual": "serum_albumin_level" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "serum_free_light_chain_level", + "actual": "serum_albumin_level" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "crs_grade", + "actual": "serum_albumin_level" + } + ] + }, + "serum_calcium_level": { + "hits": 237, + "total": 240, + "misses": [ + { + "predicted": "concomitant_csdmard_flag", + "actual": "serum_calcium_level" + }, + { + "predicted": "cns_risk_stratification_category", + "actual": "serum_calcium_level" + }, + { + "predicted": "cns_risk_stratification_category", + "actual": "serum_calcium_level" + } + ] + }, + "serum_free_light_chain_level": { + "hits": 240, + "total": 240, + "misses": [] + }, + "severe_exacerbation_count": { + "hits": 237, + "total": 240, + "misses": [ + { + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "severe_exacerbation_count" + }, + { + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "severe_exacerbation_count" + }, + { + "predicted": "covid19_severity", + "actual": "severe_exacerbation_count" + } + ] + }, + "sex": { + "hits": 232, + "total": 240, + "misses": [ + { + "predicted": "adverse_event_management_end_date", + "actual": "sex" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sex" + }, + { + "predicted": "random_glucose_level", + "actual": "sex" + }, + { + "predicted": "long_covid_symptoms_reported", + "actual": "sex" + }, + { + "predicted": "esr_level", + "actual": "sex" + }, + { + "predicted": "random_glucose_level", + "actual": "sex" + }, + { + "predicted": "global_disease_vas_patient", + "actual": "sex" + }, + { + "predicted": "global_disease_vas_patient", + "actual": "sex" + } + ] + }, + "sf36_score": { + "hits": 233, + "total": 240, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", + "actual": "sf36_score" + } + ] + }, + "sleep_apnea_flag": { + "hits": 228, + "total": 240, + "misses": [ + { + "predicted": "insurance_type", + "actual": "sleep_apnea_flag" + }, + { + "predicted": "dapsa_score", + "actual": "sleep_apnea_flag" + }, + { + "predicted": "serum_free_light_chain_level", + "actual": "sleep_apnea_flag" + }, + { + "predicted": "asa_physical_status", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "cns_risk_stratification_category", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "dapsa_score", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "insurance_type", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "serum_free_light_chain_level", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "charlson_comorbidity_index", + "actual": "sleep_apnea_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "cns_risk_stratification_category", + "actual": "sleep_apnea_flag" + } + ] + }, + "smoking_status": { + "hits": 228, + "total": 240, + "misses": [ + { + "predicted": "rheumatoid_factor_status", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "copd_severity_stage", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "asa_physical_status", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "smoking_status" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "smoking_status" } ] }, - "serum_albumin_level": { - "hits": 240, - "total": 240, - "misses": [] - }, - "serum_calcium_level": { - "hits": 238, + "social_determinants_reported": { + "hits": 239, "total": 240, "misses": [ { - "predicted": "crs_grade", - "actual": "serum_calcium_level" - }, - { - "predicted": "total_cholesterol_level", - "actual": "serum_calcium_level" + "predicted": "eortc_qlq_c30_fatigue_score", + "actual": "social_determinants_reported" } ] }, - "serum_free_light_chain_level": { - "hits": 234, + "social_support_assessment": { + "hits": 232, "total": 240, "misses": [ { - "predicted": "serum_calcium_level", - "actual": "serum_free_light_chain_level" + "predicted": "support_system_assessment", + "actual": "social_support_assessment" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "serum_free_light_chain_level" + "predicted": "social_determinants_reported", + "actual": "social_support_assessment" }, { - "predicted": "crs_grade", - "actual": "serum_free_light_chain_level" + "predicted": "adverse_event_management_type", + "actual": "social_support_assessment" }, { - "predicted": "crs_grade", - "actual": "serum_free_light_chain_level" + "predicted": "social_determinants_reported", + "actual": "social_support_assessment" }, { - "predicted": "serum_calcium_level", - "actual": "serum_free_light_chain_level" + "predicted": "social_determinants_reported", + "actual": "social_support_assessment" }, { - "predicted": "crs_grade", - "actual": "serum_free_light_chain_level" + "predicted": "support_system_assessment", + "actual": "social_support_assessment" + }, + { + "predicted": "support_system_assessment", + "actual": "social_support_assessment" + }, + { + "predicted": "social_determinants_reported", + "actual": "social_support_assessment" } ] }, - "severe_exacerbation_count": { - "hits": 236, + "sparcc_score": { + "hits": 238, "total": 240, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "severe_exacerbation_count" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "severe_exacerbation_count" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "severe_exacerbation_count" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sparcc_score" }, { - "predicted": "allergy_severity", - "actual": "severe_exacerbation_count" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sparcc_score" } ] }, - "sex": { - "hits": 226, + "spirometry_reversibility_flag": { + "hits": 236, "total": 240, "misses": [ - { - "predicted": "adverse_event_management_end_date", - "actual": "sex" - }, - { - "predicted": "extranodal_sites_reported", - "actual": "sex" - }, - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "sex" - }, - { - "predicted": "osteoporosis_flag", - "actual": "sex" - }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "sex" - }, - { - "predicted": "pasdas_score", - "actual": "sex" - }, - { - "predicted": "person_id", - "actual": "sex" - }, - { - "predicted": "adverse_event_management_type", - "actual": "sex" - }, - { - "predicted": "extranodal_sites_reported", - "actual": "sex" - }, - { - "predicted": "copd_severity_stage", - "actual": "sex" - }, - { - "predicted": "global_disease_vas_patient", - "actual": "sex" + "actual": "spirometry_reversibility_flag" }, { - "predicted": "global_disease_vas_patient", - "actual": "sex" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "spirometry_reversibility_flag" }, { - "predicted": "global_disease_vas_patient", - "actual": "sex" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "spirometry_reversibility_flag" }, { - "predicted": "biopsy_type", - "actual": "sex" + "predicted": "rv_tlc_ratio", + "actual": "spirometry_reversibility_flag" } ] }, - "sf36_score": { - "hits": 233, + "steroid_equivalent_dose": { + "hits": 239, "total": 240, "misses": [ { "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "sf36_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "sf36_score" - }, + "actual": "steroid_equivalent_dose" + } + ] + }, + "steroid_taper_duration": { + "hits": 239, + "total": 240, + "misses": [ { - "predicted": "eortc_qlq_c30_global_health_score", - "actual": "sf36_score" - }, + "predicted": "adverse_event_management_start_date", + "actual": "steroid_taper_duration" + } + ] + }, + "substance_use_history_reported": { + "hits": 240, + "total": 240, + "misses": [] + }, + "supportive_medication_reported": { + "hits": 240, + "total": 240, + "misses": [] + }, + "support_system_assessment": { + "hits": 236, + "total": 240, + "misses": [ { - "predicted": "fact_lym_physical_score", - "actual": "sf36_score" + "predicted": "social_support_assessment", + "actual": "support_system_assessment" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "sf36_score" + "predicted": "social_support_assessment", + "actual": "support_system_assessment" }, { - "predicted": "rv_percent_predicted", - "actual": "sf36_score" + "predicted": "social_support_assessment", + "actual": "support_system_assessment" }, { - "predicted": "eortc_qlq_c30_global_health_score", - "actual": "sf36_score" + "predicted": "imaging_suv_max", + "actual": "support_system_assessment" } ] }, - "sleep_apnea_flag": { - "hits": 219, + "surgical_risk_classification": { + "hits": 240, + "total": 240, + "misses": [] + }, + "surgical_specialty": { + "hits": 230, "total": 240, "misses": [ { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "serum_free_light_chain_level", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "hemoglobin_level", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "systolic_bp", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "pasdas_score", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "systolic_bp", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "cns_risk_stratification_category", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "copd_severity_stage", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "serum_free_light_chain_level", - "actual": "sleep_apnea_flag" + "predicted": "surgical_risk_classification", + "actual": "surgical_specialty" }, { - "predicted": "serum_calcium_level", - "actual": "sleep_apnea_flag" + "predicted": "long_covid_symptoms_reported", + "actual": "surgical_specialty" }, { - "predicted": "prescription_days_supply", - "actual": "sleep_apnea_flag" + "predicted": "follow_up_specialty", + "actual": "surgical_specialty" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "sleep_apnea_flag" + "predicted": "follow_up_specialty", + "actual": "surgical_specialty" }, { - "predicted": "postoperative_delirium_history_flag", - "actual": "sleep_apnea_flag" + "predicted": "surgical_risk_classification", + "actual": "surgical_specialty" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "sleep_apnea_flag" + "predicted": "surgical_risk_classification", + "actual": "surgical_specialty" }, { "predicted": "past_surgical_history_reported", - "actual": "sleep_apnea_flag" + "actual": "surgical_specialty" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "sleep_apnea_flag" + "predicted": "eortc_qlq_c30_emotional_score", + "actual": "surgical_specialty" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "sleep_apnea_flag" + "predicted": "long_covid_symptoms_reported", + "actual": "surgical_specialty" }, { - "predicted": "cancer_history_flag", - "actual": "sleep_apnea_flag" + "predicted": "long_covid_symptoms_reported", + "actual": "surgical_specialty" } ] }, - "smoking_status": { - "hits": 228, + "symptoms_at_presentation_reported": { + "hits": 236, "total": 240, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" + "predicted": "long_covid_symptoms_reported", + "actual": "symptoms_at_presentation_reported" }, { - "predicted": "adverse_event_management_end_date", - "actual": "smoking_status" + "predicted": "last_visit_date", + "actual": "symptoms_at_presentation_reported" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" + "predicted": "long_covid_symptoms_reported", + "actual": "symptoms_at_presentation_reported" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" - }, + "predicted": "social_support_assessment", + "actual": "symptoms_at_presentation_reported" + } + ] + }, + "synovial_fluid_analysis_reported": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "synovial_fluid_analysis_reported" + } + ] + }, + "systolic_bp": { + "hits": 204, + "total": 240, + "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" + "actual": "systolic_bp" }, { - "predicted": "visit_type", - "actual": "smoking_status" + "predicted": "pasqal_tool_used_flag", + "actual": "systolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" + "predicted": "psa_subtype", + "actual": "systolic_bp" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" + "actual": "systolic_bp" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" + "actual": "systolic_bp" }, { - "predicted": "visit_type", - "actual": "smoking_status" + "predicted": "psa_subtype", + "actual": "systolic_bp" }, { - "predicted": "adverse_event_management_type", - "actual": "smoking_status" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "smoking_status" - } - ] - }, - "social_determinants_reported": { - "hits": 238, - "total": 240, - "misses": [ - { - "predicted": "eortc_qlq_c30_fatigue_score", - "actual": "social_determinants_reported" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, - { - "predicted": "past_surgical_history_reported", - "actual": "social_determinants_reported" - } - ] - }, - "social_support_assessment": { - "hits": 225, - "total": 240, - "misses": [ { "predicted": "pasdas_score", - "actual": "social_support_assessment" + "actual": "systolic_bp" }, { - "predicted": "covid19_vaccination_status", - "actual": "social_support_assessment" + "predicted": "physical_activity_flag", + "actual": "systolic_bp" }, { - "predicted": "bmi_category", - "actual": "social_support_assessment" + "predicted": "psa_subtype", + "actual": "systolic_bp" }, { - "predicted": "support_system_assessment", - "actual": "social_support_assessment" + "predicted": "physical_activity_flag", + "actual": "systolic_bp" }, { - "predicted": "biopsy_type", - "actual": "social_support_assessment" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "systolic_bp" }, { - "predicted": "bmi_category", - "actual": "social_support_assessment" + "predicted": "dlco_percent_predicted", + "actual": "systolic_bp" }, { - "predicted": "bmi_category", - "actual": "social_support_assessment" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "systolic_bp" }, { - "predicted": "support_system_assessment", - "actual": "social_support_assessment" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "systolic_bp" }, { - "predicted": "imaging_suv_max", - "actual": "social_support_assessment" + "predicted": "pasqal_tool_used_flag", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "social_support_assessment" + "predicted": "dyslipidemia_flag", + "actual": "systolic_bp" }, { - "predicted": "support_system_assessment", - "actual": "social_support_assessment" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "systolic_bp" }, { - "predicted": "support_system_assessment", - "actual": "social_support_assessment" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "systolic_bp" }, { - "predicted": "support_system_assessment", - "actual": "social_support_assessment" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { - "predicted": "crs_grade", - "actual": "social_support_assessment" + "predicted": "fact_lym_physical_score", + "actual": "systolic_bp" }, { - "predicted": "serum_albumin_level", - "actual": "social_support_assessment" - } - ] - }, - "sparcc_score": { - "hits": 239, - "total": 240, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "sparcc_score" - } - ] - }, - "spirometry_reversibility_flag": { - "hits": 236, - "total": 240, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "spirometry_reversibility_flag" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "spirometry_reversibility_flag" + "actual": "systolic_bp" }, { - "predicted": "covid19_test_result", - "actual": "spirometry_reversibility_flag" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { - "predicted": "rv_tlc_ratio", - "actual": "spirometry_reversibility_flag" - } - ] - }, - "steroid_equivalent_dose": { - "hits": 238, - "total": 240, - "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_equivalent_dose" + "predicted": "basdai_score", + "actual": "systolic_bp" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "steroid_equivalent_dose" - } - ] - }, - "steroid_taper_duration": { - "hits": 230, - "total": 240, - "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "psa_subtype", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "pasqal_tool_used_flag", + "actual": "systolic_bp" }, { - "predicted": "loss_of_response_date", - "actual": "steroid_taper_duration" + "predicted": "discharge_medications_reported", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "pasdas_score", + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" + "predicted": "basdai_score", + "actual": "systolic_bp" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "steroid_taper_duration" + "actual": "systolic_bp" }, { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" - } - ] - }, - "substance_use_history_reported": { - "hits": 239, - "total": 240, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "substance_use_history_reported" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "systolic_bp" } ] }, - "supportive_medication_reported": { - "hits": 239, + "temperature": { + "hits": 217, "total": 240, "misses": [ { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "supportive_medication_reported" - } - ] - }, - "support_system_assessment": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "tlc_percent_predicted", + "actual": "temperature" + }, { - "predicted": "systolic_bp", - "actual": "support_system_assessment" + "predicted": "treatment_modification_type", + "actual": "temperature" }, { - "predicted": "clinical_response", - "actual": "support_system_assessment" - } - ] - }, - "surgical_risk_classification": { - "hits": 234, - "total": 240, - "misses": [ + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "temperature" + }, { - "predicted": "readmission_risk_score", - "actual": "surgical_risk_classification" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_risk_classification" + "predicted": "treatment_type", + "actual": "temperature" }, { - "predicted": "readmission_risk_score", - "actual": "surgical_risk_classification" + "predicted": "tlc_percent_predicted", + "actual": "temperature" }, { - "predicted": "readmission_risk_score", - "actual": "surgical_risk_classification" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "temperature" }, { - "predicted": "leukemia_risk_stratification", - "actual": "surgical_risk_classification" + "predicted": "treatment_modification_type", + "actual": "temperature" }, { - "predicted": "leukemia_risk_stratification", - "actual": "surgical_risk_classification" - } - ] - }, - "surgical_specialty": { - "hits": 221, - "total": 240, - "misses": [ + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "temperature" + }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "surgical_specialty" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "treatment_modification_type", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "global_disease_vas_patient", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "nodal_mass_size", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "treatment_modification_type", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "tlc_percent_predicted", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "treatment_modification_type", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "eortc_qlq_c30_emotional_score", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "tlc_percent_predicted", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "rv_percent_predicted", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "nodal_mass_size", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "tumor_stage_m", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "temperature" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "basdai_score", + "actual": "temperature" + } + ] + }, + "therapeutic_adherence_assessment": { + "hits": 234, + "total": 240, + "misses": [ + { + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" }, { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" } ] }, - "symptoms_at_presentation_reported": { - "hits": 185, + "therapeutic_class": { + "hits": 240, + "total": 240, + "misses": [] + }, + "time_from_diagnosis_to_biologic": { + "hits": 240, + "total": 240, + "misses": [] + }, + "tlc_percent_predicted": { + "hits": 240, + "total": 240, + "misses": [] + }, + "total_cholesterol_level": { + "hits": 239, "total": 240, "misses": [ { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "total_cholesterol_level" + } + ] + }, + "toxicity_grade": { + "hits": 223, + "total": 240, + "misses": [ { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "past_surgical_history_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + } + ] + }, + "treatment_cycle_count": { + "hits": 235, + "total": 240, + "misses": [ { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_switch_count", + "actual": "treatment_cycle_count" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "cns_risk_stratification_category", + "actual": "treatment_cycle_count" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_switch_count", + "actual": "treatment_cycle_count" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_switch_count", + "actual": "treatment_cycle_count" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, + "predicted": "treatment_switch_count", + "actual": "treatment_cycle_count" + } + ] + }, + "treatment_end_date": { + "hits": 222, + "total": 240, + "misses": [ { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "past_surgical_history_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_intent", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "cart_manufacturing_completion_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "discontinuation_reason", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "chronic_kidney_disease_flag", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_modification_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_type", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "treatment_modification_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "cart_manufacturing_completion_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, + "predicted": "treatment_modification_date", + "actual": "treatment_end_date" + } + ] + }, + "treatment_inefficacy_flag": { + "hits": 226, + "total": 240, + "misses": [ { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "egfr_level", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "past_surgical_history_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - } - ] - }, - "synovial_fluid_analysis_reported": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" + }, { - "predicted": "fact_lym_physical_score", - "actual": "synovial_fluid_analysis_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" }, { - "predicted": "fact_lym_physical_score", - "actual": "synovial_fluid_analysis_reported" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_inefficacy_flag" } ] }, - "systolic_bp": { - "hits": 217, + "treatment_intent": { + "hits": 233, "total": 240, "misses": [ { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "cart_target_antigen", + "actual": "treatment_intent" }, { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "long_term_oxygen_therapy_flag", + "actual": "treatment_intent" }, { - "predicted": "psa_subtype", - "actual": "systolic_bp" + "predicted": "treatment_end_date", + "actual": "treatment_intent" }, { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "procedure_code", + "actual": "treatment_intent" }, { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "treatment_end_date", + "actual": "treatment_intent" }, { - "predicted": "psa_subtype", - "actual": "systolic_bp" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "treatment_intent" }, { - "predicted": "imaging_myeloma_findings_reported", - "actual": "systolic_bp" - }, + "predicted": "therapeutic_class", + "actual": "treatment_intent" + } + ] + }, + "treatment_line": { + "hits": 232, + "total": 240, + "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "systolic_bp" + "predicted": "treatment_switch_count", + "actual": "treatment_line" }, { - "predicted": "substance_use_history_reported", - "actual": "systolic_bp" + "predicted": "treatment_switch_count", + "actual": "treatment_line" }, { - "predicted": "adverse_event_management_type", - "actual": "systolic_bp" + "predicted": "treatment_switch_count", + "actual": "treatment_line" }, { - "predicted": "mmrc_dyspnea_score", - "actual": "systolic_bp" + "predicted": "worsening_heart_failure_episode_order", + "actual": "treatment_line" }, { - "predicted": "past_surgical_history_reported", - "actual": "systolic_bp" + "predicted": "treatment_switch_count", + "actual": "treatment_line" }, { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "systolic_bp" + "predicted": "treatment_switch_count", + "actual": "treatment_line" }, { - "predicted": "platelet_count", - "actual": "systolic_bp" + "predicted": "tlc_percent_predicted", + "actual": "treatment_line" }, { - "predicted": "past_surgical_history_reported", - "actual": "systolic_bp" - }, + "predicted": "treatment_switch_count", + "actual": "treatment_line" + } + ] + }, + "treatment_modification_date": { + "hits": 239, + "total": 240, + "misses": [ { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "treatment_modification_type", + "actual": "treatment_modification_date" + } + ] + }, + "treatment_modification_reason": { + "hits": 235, + "total": 240, + "misses": [ + { + "predicted": "treatment_modification_type", + "actual": "treatment_modification_reason" }, { - "predicted": "imaging_extramedullary_involvement_sites_reported", - "actual": "systolic_bp" + "predicted": "treatment_modification_type", + "actual": "treatment_modification_reason" }, { - "predicted": "psa_subtype", - "actual": "systolic_bp" + "predicted": "treatment_modification_date", + "actual": "treatment_modification_reason" }, { - "predicted": "adverse_event_management_type", - "actual": "systolic_bp" + "predicted": "tumor_stage_m", + "actual": "treatment_modification_reason" }, { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "cart_manufacturing_delay_reason", + "actual": "treatment_modification_reason" + } + ] + }, + "treatment_modification_type": { + "hits": 236, + "total": 240, + "misses": [ + { + "predicted": "treatment_modification_reason", + "actual": "treatment_modification_type" }, { - "predicted": "pasdas_score", - "actual": "systolic_bp" + "predicted": "treatment_modification_date", + "actual": "treatment_modification_type" }, { - "predicted": "bone_marrow_plasma_cell_percent", - "actual": "systolic_bp" + "predicted": "treatment_modification_date", + "actual": "treatment_modification_type" }, { - "predicted": "past_surgical_history_reported", - "actual": "systolic_bp" + "predicted": "treatment_modification_reason", + "actual": "treatment_modification_type" } ] }, - "temperature": { - "hits": 218, + "treatment_start_date": { + "hits": 113, "total": 240, "misses": [ { - "predicted": "treatment_modification_type", - "actual": "temperature" + "predicted": "worsening_heart_failure_start_date", + "actual": "treatment_start_date" }, { - "predicted": "wbc_count", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "tlc_percent_predicted", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "tumor_stage_t", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "tlc_percent_predicted", - "actual": "temperature" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "feno_above_threshold_flag", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "bone_marrow_involvement_flag", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_type", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "feno_above_threshold_flag", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "measurement_upper_limit", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "tumor_stage_t", - "actual": "temperature" + "predicted": "treatment_switch_count", + "actual": "treatment_start_date" }, { - "predicted": "anti_ccp_level", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "feno_above_threshold_flag", - "actual": "temperature" + "predicted": "worsening_heart_failure_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "temperature" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "tlc_percent_predicted", - "actual": "temperature" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": 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"treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "therapeutic_adherence_assessment" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "therapeutic_adherence_assessment" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "bmi_category", - "actual": "therapeutic_adherence_assessment" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "medication_adherence_assessment", - "actual": "therapeutic_adherence_assessment" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "medication_adherence_assessment", - "actual": "therapeutic_adherence_assessment" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", 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- "total": 240, - "misses": [] - }, - "tlc_percent_predicted": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "tlc_percent_predicted" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "tlc_percent_predicted" - } - ] - }, - "total_cholesterol_level": { - "hits": 240, - "total": 240, - "misses": [] - }, - "toxicity_grade": { - "hits": 235, - "total": 240, - "misses": [ + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "toxicity_grade" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "total_cholesterol_level", - "actual": "toxicity_grade" + "predicted": 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"adverse_event_management_start_date", + "actual": "treatment_start_date" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "treatment_end_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "treatment_end_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_intent", - "actual": "treatment_end_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "treatment_end_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "treatment_end_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": 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"adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_inefficacy_flag" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "imaging_leukemia_involvement_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "egfr_level", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_line", - "actual": "treatment_inefficacy_flag" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": 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"misses": [ + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" + }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_intent" + "predicted": "worsening_heart_failure_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_intent" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_intent" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_intent" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_end_date", - "actual": "treatment_intent" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": 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"adverse_event_management_start_date", + "actual": "treatment_start_date" + }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "treatment_line" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_line" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_line" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "treatment_line" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_line" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "fact_lym_lymphoma_subscale_score", - "actual": "treatment_line" - } - ] - }, - "treatment_modification_date": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, { - "predicted": "adverse_event_management_end_date", - "actual": "treatment_modification_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_date" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_date" - } - ] - }, - "treatment_modification_reason": { - "hits": 217, - "total": 240, - "misses": [ + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" + }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_modification_reason" + "predicted": "visit_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_modification_reason" + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "nodal_mass_size", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": 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"treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" } ] }, - "treatment_modification_type": { + "treatment_switch_count": { "hits": 240, "total": 240, "misses": [] }, - "treatment_start_date": { - "hits": 172, + "treatment_type": { + "hits": 203, "total": 240, "misses": [ { - "predicted": "worsening_heart_failure_start_date", - "actual": "treatment_start_date" + "predicted": "imaging_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "adverse_event_management_type", + "actual": "treatment_type" + }, + { + "predicted": "treatment_modification_type", + "actual": "treatment_type" + }, + { + "predicted": "therapeutic_class", + "actual": "treatment_type" + }, + { + "predicted": "therapeutic_class", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "adverse_event_management_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "adverse_event_management_type", + "actual": "treatment_type" }, { - "predicted": "worsening_heart_failure_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_reason", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_line", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_reason", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_reason", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "worsening_heart_failure_start_date", - "actual": "treatment_start_date" + "predicted": "psa_subtype", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "treatment_type" }, { - "predicted": "worsening_heart_failure_start_date", - "actual": "treatment_start_date" + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "psa_subtype", + "actual": "treatment_type" }, { "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "actual": "treatment_type" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_modification_type", + "actual": "treatment_type" + } + ] + }, + "triglycerides_level": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "treatment_type", + "actual": "triglycerides_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "random_glucose_level", + "actual": "triglycerides_level" + } + ] + }, + "troponin_level": { + "hits": 230, + "total": 240, + "misses": [ + { + "predicted": "tumor_stage_n", + "actual": "troponin_level" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "long_term_toxicity_reported", + "actual": "troponin_level" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "rheumatoid_factor_level", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "tumor_stage_n", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "covid19_test_date", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "treatment_switch_count", + "actual": "troponin_level" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "tumor_stage_n", + "actual": "troponin_level" + } + ] + }, + "tumor_grade": { + "hits": 221, + "total": 240, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "icans_grade", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" }, { - "predicted": "worsening_heart_failure_start_date", - "actual": "treatment_start_date" + "predicted": "sleep_apnea_flag", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "sleep_apnea_flag", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "substance_use_history_reported", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "sleep_apnea_flag", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "sleep_apnea_flag", + "actual": "tumor_grade" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "toxicity_grade", + "actual": "tumor_grade" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "sleep_apnea_flag", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "icans_grade", + "actual": "tumor_grade" }, { - "predicted": "worsening_heart_failure_start_date", - "actual": "treatment_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "sleep_apnea_flag", + "actual": "tumor_grade" }, { - "predicted": "diagnosis_date", - "actual": "treatment_start_date" + "predicted": "toxicity_grade", + "actual": "tumor_grade" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "cancer_history_flag", + "actual": "tumor_grade" + } + ] + }, + "tumor_stage_m": { + "hits": 238, + "total": 240, + "misses": [ + { + "predicted": "malnutrition_flag", + "actual": "tumor_stage_m" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "cause_of_death_code", + "actual": "tumor_stage_m" + } + ] + }, + "tumor_stage_n": { + "hits": 234, + "total": 240, + "misses": [ + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "tumor_stage_n" }, { - "predicted": "treatment_end_date", - "actual": "treatment_start_date" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "tumor_stage_n" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "tumor_stage_n" }, { - "predicted": "treatment_cycle_count", - "actual": "treatment_start_date" + "predicted": "rheumatoid_factor_level", + "actual": "tumor_stage_n" }, { - "predicted": "adverse_event_management_start_date", - "actual": "treatment_start_date" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "tumor_stage_n" }, { - "predicted": "treatment_modification_date", - "actual": "treatment_start_date" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "tumor_stage_n" } ] }, - "treatment_switch_count": { - "hits": 240, - "total": 240, - "misses": [] - }, - "treatment_type": { - "hits": 210, + "tumor_stage_t": { + "hits": 181, "total": 240, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "treatment_modification_type", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_type" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_intent", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "therapeutic_class", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_line", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_type" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_grade", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_m", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_grade", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_type" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_type" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "anesthesia_type", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_modification_type", - "actual": "treatment_type" + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" - } - ] - }, - "triglycerides_level": { - "hits": 235, - "total": 240, - "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "triglycerides_level" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "random_glucose_level", - "actual": "triglycerides_level" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "triglycerides_level" + "predicted": "visit_type", + "actual": "tumor_stage_t" }, { - "predicted": "random_glucose_level", - "actual": "triglycerides_level" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, - { - "predicted": "random_glucose_level", - "actual": "triglycerides_level" - } - ] - }, - "troponin_level": { - "hits": 229, - "total": 240, - "misses": [ { "predicted": "tumor_stage_n", - "actual": "troponin_level" + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "troponin_level" + "predicted": "treatment_line", + "actual": "tumor_stage_t" }, { - "predicted": "tumor_stage_t", - "actual": "troponin_level" + "predicted": "treatment_type", + "actual": "tumor_stage_t" }, { - "predicted": "note_type", - "actual": "troponin_level" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { - "predicted": "tumor_stage_t", - "actual": "troponin_level" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "treatment_switch_count", - "actual": "troponin_level" + "predicted": "treatment_modification_type", + "actual": "tumor_stage_t" }, { - "predicted": "adverse_event_management_type", - "actual": "troponin_level" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { "predicted": "adverse_event_management_type", - "actual": "troponin_level" - }, - { - "predicted": "crp_level", - "actual": "troponin_level" - }, - { - "predicted": "treatment_switch_count", - "actual": "troponin_level" + "actual": "tumor_stage_t" }, { - "predicted": "treatment_switch_count", - "actual": "troponin_level" - } - ] - }, - "tumor_grade": { - "hits": 233, - "total": 240, - "misses": [ - { - "predicted": "adverse_event_management_end_date", - "actual": "tumor_grade" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "tumor_grade" + "predicted": "physical_activity_flag", + "actual": "tumor_stage_t" }, { - "predicted": "ultrasound_doppler_grade", - "actual": "tumor_grade" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "tumor_stage_t", - "actual": "tumor_grade" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "tumor_grade" + "predicted": "supportive_medication_reported", + "actual": "tumor_stage_t" }, { - "predicted": "toxicity_grade", - "actual": "tumor_grade" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "tumor_grade" - } - ] - }, - "tumor_stage_m": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "care_site_id", + "actual": "tumor_stage_t" + }, { - "predicted": "cause_of_death_code", - "actual": "tumor_stage_m" - } - ] - }, - "tumor_stage_n": { - "hits": 231, - "total": 240, - "misses": [ + "predicted": "tumor_grade", + "actual": "tumor_stage_t" + }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "tumor_stage_n" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "ldl_cholesterol_level", - "actual": "tumor_stage_n" + "predicted": "tumor_grade", + "actual": "tumor_stage_t" }, { - "predicted": "copd_severity_stage", - "actual": "tumor_stage_n" + "predicted": "gold_group", + "actual": "tumor_stage_t" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "tumor_stage_n" + "predicted": "radiographic_stage", + "actual": "tumor_stage_t" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "tumor_stage_n" + "actual": "tumor_stage_t" }, { - "predicted": "fev1_gold_stage", - "actual": "tumor_stage_n" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "platelet_count", - "actual": "tumor_stage_n" + "predicted": "anesthesia_type", + "actual": "tumor_stage_t" }, { - "predicted": "fact_lym_lymphoma_subscale_score", - "actual": "tumor_stage_n" + "predicted": "gold_group", + "actual": "tumor_stage_t" }, { - "predicted": "bmi_category", - "actual": "tumor_stage_n" - } - ] - }, - "tumor_stage_t": { - "hits": 238, - "total": 240, - "misses": [ - { - "predicted": "extranodal_sites_reported", + "predicted": "tumor_stage_n", "actual": "tumor_stage_t" }, { - "predicted": "therapeutic_class", + "predicted": "extranodal_sites_reported", "actual": "tumor_stage_t" } ] @@ -17386,37 +18357,16 @@ "misses": [] }, "urine_albumin_creatinine_ratio": { - "hits": 238, + "hits": 240, "total": 240, - "misses": [ - { - "predicted": "crp_level", - "actual": "urine_albumin_creatinine_ratio" - }, - { - "predicted": "crp_level", - "actual": "urine_albumin_creatinine_ratio" - } - ] + "misses": [] }, "visit_end_date": { - "hits": 224, + "hits": 228, "total": 240, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "visit_end_date" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "visit_end_date" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "visit_end_date" - }, - { - "predicted": "adverse_event_management_end_date", + "predicted": "treatment_end_date", "actual": "visit_end_date" }, { @@ -17427,20 +18377,16 @@ "predicted": "adverse_event_management_end_date", "actual": "visit_end_date" }, - { - "predicted": "treatment_end_date", - "actual": "visit_end_date" - }, { "predicted": "adverse_event_management_end_date", "actual": "visit_end_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "follow_up_appointment_scheduled_flag", "actual": "visit_end_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "visit_end_date" }, { @@ -17460,7 +18406,7 @@ "actual": "visit_end_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "covid19_vaccination_date", "actual": "visit_end_date" }, { @@ -17470,11 +18416,11 @@ ] }, "visit_id": { - "hits": 187, + "hits": 233, "total": 240, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "follow_up_appointment_scheduled_flag", "actual": "visit_id" }, { @@ -17482,217 +18428,197 @@ "actual": "visit_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" - }, - { - "predicted": "visit_end_date", + "predicted": "follow_up_appointment_scheduled_flag", "actual": "visit_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_global_health_score", "actual": "visit_id" }, { - "predicted": "prescription_dispense_date", + "predicted": "visit_end_date", "actual": "visit_id" }, { - "predicted": "visit_type", + "predicted": "follow_up_appointment_scheduled_flag", "actual": "visit_id" }, { - "predicted": "hospitalization_heart_failure_flag", + "predicted": "prior_nsaids_count", "actual": "visit_id" - }, + } + ] + }, + "visit_start_date": { + "hits": 170, + "total": 240, + "misses": [ { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "extranodal_sites_reported", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "global_disease_vas_patient", - "actual": "visit_id" + "predicted": "visit_end_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "ck_mb_level", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_end_date", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "treatment_line", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { "predicted": "visit_end_date", - "actual": "visit_id" - }, - { - "predicted": "esr_level", - "actual": "visit_id" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" - }, - { - "predicted": "visit_type", - "actual": "visit_id" + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "ck_mb_level", - "actual": "visit_id" + "predicted": "last_visit_date", + "actual": "visit_start_date" }, { - "predicted": "ck_mb_level", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_end_date", - "actual": "visit_id" + "predicted": "rv_tlc_ratio", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "last_visit_date", + "actual": "visit_start_date" }, - { - "predicted": "extranodal_sites_reported", - "actual": "visit_id" + { + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "extranodal_sites_reported", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "global_disease_vas_physician", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "care_site_id", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_end_date", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_end_date", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "prior_nsaids_count", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "copd_severity_stage", - "actual": "visit_id" + "predicted": "cart_manufacturing_start_date", + "actual": "visit_start_date" }, { "predicted": "visit_end_date", - "actual": "visit_id" + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "copd_severity_stage", - "actual": "visit_id" + "predicted": "last_visit_date", + "actual": "visit_start_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" - } - ] - }, - "visit_start_date": { - "hits": 185, - "total": 240, - "misses": [ + "predicted": "visit_end_date", + "actual": "visit_start_date" + }, { - "predicted": "covid19_vaccination_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { @@ -17700,7 +18626,7 @@ "actual": "visit_start_date" }, { - "predicted": "covid19_vaccination_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -17708,23 +18634,23 @@ "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { - "predicted": "adverse_event_management_start_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "immunophenotyping_marker_reported", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -17736,7 +18662,7 @@ "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -17744,27 +18670,27 @@ "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { - "predicted": "covid19_vaccination_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "covid19_vaccination_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -17772,11 +18698,11 @@ "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -17788,7 +18714,7 @@ "actual": "visit_start_date" }, { - "predicted": "covid19_vaccination_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { @@ -17796,193 +18722,289 @@ "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", "actual": "visit_start_date" + } + ] + }, + "visit_type": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "bmi_category", + "actual": "visit_type" + } + ] + }, + "wbc_count": { + "hits": 240, + "total": 240, + "misses": [] + }, + "weight": { + "hits": 234, + "total": 240, + "misses": [ + { + "predicted": "imaging_extramedullary_involvement_sites_reported", + "actual": "weight" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "chronic_kidney_disease_flag", + "actual": "weight" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "medication_adherence_assessment", + "actual": "weight" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "weight" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "weight" }, { - "predicted": "last_visit_date", - "actual": "visit_start_date" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "weight" + } + ] + }, + "worsening_heart_failure_event_type": { + "hits": 239, + "total": 240, + "misses": [ + { + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_event_type" + } + ] + }, + "worsening_heart_failure_episode_order": { + "hits": 240, + "total": 240, + "misses": [] + }, + "worsening_heart_failure_flag": { + "hits": 176, + "total": 240, + "misses": [ + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "covid19_vaccination_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "covid19_vaccination_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "adverse_event_management_start_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "adverse_event_management_start_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "adverse_event_management_start_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "adverse_event_management_start_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "adverse_event_management_start_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "last_visit_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_start_date" - } - ] - }, - "visit_type": { - "hits": 236, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, { - "predicted": "visit_end_date", - "actual": "visit_type" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_type" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_type" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "visit_end_date", - "actual": "visit_type" - } - ] - }, - "wbc_count": { - "hits": 239, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" + }, { - "predicted": "leeds_enthesitis_index", - "actual": "wbc_count" - } - ] - }, - "weight": { - "hits": 238, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" + }, { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "weight" + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" }, { - "predicted": "total_cholesterol_level", - "actual": "weight" - } - ] - }, - "worsening_heart_failure_event_type": { - "hits": 240, - "total": 240, - "misses": [] - }, - "worsening_heart_failure_episode_order": { - "hits": 240, - "total": 240, - "misses": [] - }, - "worsening_heart_failure_flag": { - "hits": 226, - "total": 240, - "misses": [ + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { @@ -17994,7 +19016,7 @@ "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { @@ -18005,16 +19027,20 @@ "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, + { + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" + }, { "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { @@ -18022,11 +19048,11 @@ "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" } ] @@ -18039,28 +19065,24 @@ } }, "validation": { - "accuracy": 0.9181008902077151, + "accuracy": 0.9144411473788329, "stats": { "a1at_status": { "hits": 29, "total": 30, "misses": [ { - "predicted": "beta2_microglobulin_level", + "predicted": "cat_score", "actual": "a1at_status" } ] }, "acq_score": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "past_surgical_history_reported", - "actual": "acq_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "acq_score" } ] @@ -18074,15 +19096,15 @@ "actual": "act_score" }, { - "predicted": "past_surgical_history_reported", + "predicted": "asa_physical_status", "actual": "act_score" }, { - "predicted": "disease_activity_score_das28", + "predicted": "asa_physical_status", "actual": "act_score" }, { - "predicted": "disease_activity_score_das28", + "predicted": "eortc_qlq_c30_role_score", "actual": "act_score" }, { @@ -18090,15 +19112,27 @@ "actual": "act_score" }, { - "predicted": "acq_score", + "predicted": "asa_physical_status", "actual": "act_score" } ] }, "adas_cog_score": { - "hits": 28, + "hits": 25, "total": 30, "misses": [ + { + "predicted": "total_cholesterol_level", + "actual": "adas_cog_score" + }, + { + "predicted": "medication_adherence_assessment", + "actual": "adas_cog_score" + }, + { + "predicted": "medication_adherence_assessment", + "actual": "adas_cog_score" + }, { "predicted": "minicog_score", "actual": "adas_cog_score" @@ -18110,11 +19144,11 @@ ] }, "admission_date": { - "hits": 22, + "hits": 18, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { @@ -18122,11 +19156,15 @@ "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "measurement_date", + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" + }, + { + "predicted": "drug_administration_frequency", "actual": "admission_date" }, { @@ -18137,10 +19175,22 @@ "predicted": "adverse_event_management_end_date", "actual": "admission_date" }, + { + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" + }, { "predicted": "discharge_date", "actual": "admission_date" }, + { + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" + }, + { + "predicted": "readmission_date", + "actual": "admission_date" + }, { "predicted": "adverse_event_management_end_date", "actual": "admission_date" @@ -18148,9 +19198,13 @@ ] }, "admission_id": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "medication_adherence_assessment", + "actual": "admission_id" + }, { "predicted": "admission_date", "actual": "admission_id" @@ -18162,15 +19216,31 @@ ] }, "admission_reason": { - "hits": 28, + "hits": 24, "total": 30, "misses": [ { - "predicted": "mmse_score", + "predicted": "readmission_reason", "actual": "admission_reason" }, { - "predicted": "admission_source", + "predicted": "readmission_reason", + "actual": "admission_reason" + }, + { + "predicted": "readmission_reason", + "actual": "admission_reason" + }, + { + "predicted": "cart_manufacturing_delay_reason", + "actual": "admission_reason" + }, + { + "predicted": "readmission_reason", + "actual": "admission_reason" + }, + { + "predicted": "readmission_reason", "actual": "admission_reason" } ] @@ -18180,27 +19250,27 @@ "total": 30, "misses": [ { - "predicted": "adas_cog_score", + "predicted": "admission_id", "actual": "admission_source" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adas_cog_score", "actual": "admission_source" }, { - "predicted": "past_surgical_history_reported", + "predicted": "admission_id", "actual": "admission_source" }, { - "predicted": "admission_id", + "predicted": "comorbidities_reported", "actual": "admission_source" }, { - "predicted": "mmrc_dyspnea_score", + "predicted": "admission_id", "actual": "admission_source" }, { - "predicted": "admission_date", + "predicted": "adverse_event_management_type", "actual": "admission_source" }, { @@ -18210,13 +19280,25 @@ ] }, "adverse_event_flag": { - "hits": 14, + "hits": 1, "total": 30, "misses": [ + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" @@ -18241,14 +19323,38 @@ "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_type", "actual": "adverse_event_flag" @@ -18258,15 +19364,31 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_type", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -18280,32 +19402,37 @@ ] }, "adverse_event_management_end_date": { - "hits": 30, - "total": 30, - "misses": [] - }, - "adverse_event_management_start_date": { "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" + "predicted": "adverse_event_management_start_date", + "actual": "adverse_event_management_end_date" } ] }, - "adverse_event_management_type": { + "adverse_event_management_start_date": { "hits": 30, "total": 30, "misses": [] }, + "adverse_event_management_type": { + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "adverse_event_management_type" + } + ] + }, "adverse_event_permanent_discontinuation_flag": { "hits": 30, "total": 30, "misses": [] }, "adverse_event_type": { - "hits": 3, + "hits": 5, "total": 30, "misses": [ { @@ -18332,10 +19459,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, { "predicted": "allergy_reaction_type", "actual": "adverse_event_type" @@ -18384,10 +19507,6 @@ "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_type" - }, { "predicted": "allergy_reaction_type", "actual": "adverse_event_type" @@ -18405,11 +19524,11 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "heart_failure_event_type", "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_type" }, { @@ -18424,37 +19543,49 @@ "misses": [] }, "alcohol_status": { - "hits": 26, + "hits": 24, "total": 30, "misses": [ { - "predicted": "hepatitis_c_status", + "predicted": "serum_albumin_level", "actual": "alcohol_status" }, { - "predicted": "hepatitis_c_status", + "predicted": "serum_albumin_level", "actual": "alcohol_status" }, { - "predicted": "hepatitis_c_status", + "predicted": "heart_failure_etiology", "actual": "alcohol_status" }, { - "predicted": "smoking_status", + "predicted": "serum_albumin_level", + "actual": "alcohol_status" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "alcohol_status" + }, + { + "predicted": "serum_albumin_level", "actual": "alcohol_status" } ] }, "allergy_reaction_type": { - "hits": 25, + "hits": 18, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "treatment_modification_type", "actual": "allergy_reaction_type" }, { @@ -18466,105 +19597,166 @@ "actual": "allergy_reaction_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "adverse_event_type", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", "actual": "allergy_reaction_type" } ] }, "allergy_severity": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "allergy_severity" - } - ] + "misses": [] }, "ami_event_date": { + "hits": 30, + "total": 30, + "misses": [] + }, + "ana_result_status": { "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "ami_event_date" + "predicted": "covid19_test_result", + "actual": "ana_result_status" } ] }, - "ana_result_status": { + "anesthesia_type": { + "hits": 30, + "total": 30, + "misses": [] + }, + "animal_verbal_fluency_score": { "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "ana_result_status" + "predicted": "global_disease_vas_patient", + "actual": "animal_verbal_fluency_score" } ] }, - "anesthesia_type": { - "hits": 26, + "ann_arbor_stage": { + "hits": 27, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "anesthesia_type" - }, - { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "ann_arbor_stage" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "disease_activity_score_das28", + "actual": "ann_arbor_stage" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "copd_severity_stage", + "actual": "ann_arbor_stage" } ] }, - "animal_verbal_fluency_score": { + "anti_ccp_level": { "hits": 29, "total": 30, "misses": [ { - "predicted": "visit_end_date", - "actual": "animal_verbal_fluency_score" - } - ] - }, - "ann_arbor_stage": { - "hits": 28, - "total": 30, - "misses": [ + "predicted": "rheumatoid_factor_level", + "actual": "anti_ccp_level" + } + ] + }, + "anti_ccp_status": { + "hits": 9, + "total": 30, + "misses": [ + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, { - "predicted": "visit_type", - "actual": "ann_arbor_stage" + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" }, { - "predicted": "copd_severity_stage", - "actual": "ann_arbor_stage" - } - ] - }, - "anti_ccp_level": { - "hits": 28, - "total": 30, - "misses": [ + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, { - "predicted": "anti_ccp_status", - "actual": "anti_ccp_level" + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" }, { - "predicted": "gold_group", - "actual": "anti_ccp_level" - } - ] - }, - "anti_ccp_status": { - "hits": 25, - "total": 30, - "misses": [ + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, { "predicted": "anti_ccp_level", "actual": "anti_ccp_status" @@ -18582,72 +19774,69 @@ "actual": "anti_ccp_status" }, { - "predicted": "past_surgical_history_reported", + "predicted": "copd_severity_stage", "actual": "anti_ccp_status" } ] }, "anxiety_depression_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "anxiety_depression_flag" + } + ] }, "asa_physical_status": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_physical_score", - "actual": "asa_physical_status" - }, - { - "predicted": "discharge_destination", + "predicted": "fact_lym_physical_score", "actual": "asa_physical_status" } ] }, "asdas_score": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { - "predicted": "prior_nsaids_count", + "predicted": "asa_physical_status", + "actual": "asdas_score" + }, + { + "predicted": "basdai_score", "actual": "asdas_score" } ] }, "asthma_flag": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "asthma_flag" + }, { "predicted": "bone_marrow_plasma_cell_percent", "actual": "asthma_flag" }, { - "predicted": "biopsy_type", + "predicted": "biopsy_results_note", "actual": "asthma_flag" } ] }, "atrial_fibrillation_flag": { - "hits": 26, + "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "atrial_fibrillation_flag" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "atrial_fibrillation_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "atrial_fibrillation_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "a1at_status", "actual": "atrial_fibrillation_flag" } ] @@ -18657,7 +19846,7 @@ "total": 30, "misses": [ { - "predicted": "relapse_date", + "predicted": "diagnosis_date", "actual": "autoimmune_condition_reported" }, { @@ -18667,13 +19856,9 @@ ] }, "basdai_score": { - "hits": 22, + "hits": 26, "total": 30, "misses": [ - { - "predicted": "disease_activity_score_das28", - "actual": "basdai_score" - }, { "predicted": "disease_activity_score_das28", "actual": "basdai_score" @@ -18683,33 +19868,29 @@ "actual": "basdai_score" }, { - "predicted": "basfi_score", - "actual": "basdai_score" - }, - { - "predicted": "wbc_count", - "actual": "basdai_score" - }, - { - "predicted": "disease_activity_score_das28", - "actual": "basdai_score" - }, - { - "predicted": "disease_activity_score_das28", + "predicted": "hba1c_level", "actual": "basdai_score" }, { - "predicted": "dlco_percent_predicted", + "predicted": "global_disease_vas_physician", "actual": "basdai_score" } ] }, "basfi_score": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "dlco_percent_predicted", + "predicted": "basdai_score", + "actual": "basfi_score" + }, + { + "predicted": "basdai_score", + "actual": "basfi_score" + }, + { + "predicted": "basdai_score", "actual": "basfi_score" } ] @@ -18730,35 +19911,14 @@ ] }, "beta2_microglobulin_level": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "bmi_category", - "actual": "beta2_microglobulin_level" - } - ] + "misses": [] }, "biopsy_results_note": { - "hits": 25, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "biopsy_type", - "actual": "biopsy_results_note" - }, - { - "predicted": "biopsy_type", - "actual": "biopsy_results_note" - }, - { - "predicted": "biopsy_type", - "actual": "biopsy_results_note" - }, - { - "predicted": "biopsy_type", - "actual": "biopsy_results_note" - }, { "predicted": "biopsy_type", "actual": "biopsy_results_note" @@ -18766,12 +19926,17 @@ ] }, "biopsy_type": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "follow_up_specialty", + "actual": "biopsy_type" + } + ] }, "birth_date": { - "hits": 25, + "hits": 27, "total": 30, "misses": [ { @@ -18779,27 +19944,35 @@ "actual": "birth_date" }, { - "predicted": "adverse_event_management_end_date", - "actual": "birth_date" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "birth_date" - }, - { - "predicted": "covid19_test_date", + "predicted": "covid19_vaccination_date", "actual": "birth_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "basdai_score", "actual": "birth_date" } ] }, "bmi": { - "hits": 23, + "hits": 15, "total": 30, "misses": [ + { + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, { "predicted": "bmi_category", "actual": "bmi" @@ -18808,6 +19981,22 @@ "predicted": "bmi_category", "actual": "bmi" }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "serum_calcium_level", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, { "predicted": "bmi_category", "actual": "bmi" @@ -18831,23 +20020,35 @@ ] }, "bmi_category": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "gold_group", + "actual": "bmi_category" + }, { "predicted": "weight", "actual": "bmi_category" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi_category" } ] }, "bone_marrow_involvement_flag": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { "predicted": "osteoporosis_flag", "actual": "bone_marrow_involvement_flag" }, + { + "predicted": "discharge_medications_reported", + "actual": "bone_marrow_involvement_flag" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "bone_marrow_involvement_flag" @@ -18860,15 +20061,19 @@ "misses": [] }, "breast_cancer_flag": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "wbc_count", + "predicted": "time_from_diagnosis_to_biologic", + "actual": "breast_cancer_flag" + }, + { + "predicted": "chronic_bronchitis_flag", "actual": "breast_cancer_flag" }, { - "predicted": "bmi", + "predicted": "chronic_bronchitis_flag", "actual": "breast_cancer_flag" } ] @@ -18912,109 +20117,57 @@ ] }, "cancer_history_flag": { - "hits": 27, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "cancer_history_flag" - }, { "predicted": "tumor_grade", "actual": "cancer_history_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "cancer_history_flag" } ] }, "care_site_id": { - "hits": 25, + "hits": 27, "total": 30, "misses": [ { - "predicted": "admission_id", - "actual": "care_site_id" - }, - { - "predicted": "crs_grade", - "actual": "care_site_id" - }, - { - "predicted": "crs_grade", + "predicted": "hospitalization_heart_failure_flag", "actual": "care_site_id" }, { - "predicted": "insurance_type", + "predicted": "concomitant_csdmard_flag", "actual": "care_site_id" }, { - "predicted": "postoperative_complication_flag", + "predicted": "concomitant_csdmard_flag", "actual": "care_site_id" } ] }, "cardiovascular_disease_flag": { + "hits": 30, + "total": 30, + "misses": [] + }, + "cart_manufacturing_completion_date": { "hits": 29, "total": 30, "misses": [ { - "predicted": "worsening_heart_failure_event_type", - "actual": "cardiovascular_disease_flag" + "predicted": "cart_manufacturing_start_date", + "actual": "cart_manufacturing_completion_date" } ] }, - "cart_manufacturing_completion_date": { - "hits": 30, - "total": 30, - "misses": [] - }, "cart_manufacturing_delay_reason": { "hits": 30, "total": 30, "misses": [] }, "cart_manufacturing_start_date": { - "hits": 20, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, { "predicted": "cart_manufacturing_completion_date", "actual": "cart_manufacturing_start_date" @@ -19022,41 +20175,36 @@ ] }, "cart_target_antigen": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "cart_target_antigen" - } - ] + "misses": [] }, "cat_score": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "therapeutic_adherence_assessment", + "actual": "cat_score" + }, + { + "predicted": "copd_severity_stage", + "actual": "cat_score" + }, + { + "predicted": "crp_level", + "actual": "cat_score" + }, + { + "predicted": "crp_level", "actual": "cat_score" } ] }, "cause_of_death_code": { - "hits": 26, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" - }, - { - "predicted": "bmi_category", - "actual": "cause_of_death_code" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "cause_of_death_code" - }, { "predicted": "serum_calcium_level", "actual": "cause_of_death_code" @@ -19074,7 +20222,7 @@ ] }, "charlson_comorbidity_index": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ { @@ -19086,33 +20234,24 @@ "actual": "charlson_comorbidity_index" }, { - "predicted": "bmi_category", + "predicted": "comorbidities_reported", + "actual": "charlson_comorbidity_index" + }, + { + "predicted": "comorbidities_reported", "actual": "charlson_comorbidity_index" } ] }, "chronic_bronchitis_flag": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "total_cholesterol_level", - "actual": "chronic_bronchitis_flag" - }, - { - "predicted": "wbc_count", - "actual": "chronic_bronchitis_flag" - } - ] + "misses": [] }, "chronic_kidney_disease_flag": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "dlco_percent_predicted", - "actual": "chronic_kidney_disease_flag" - }, { "predicted": "crp_level", "actual": "chronic_kidney_disease_flag" @@ -19125,9 +20264,22 @@ "misses": [] }, "clinical_response": { - "hits": 30, + "hits": 27, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "respiratory_insufficiency_type", + "actual": "clinical_response" + }, + { + "predicted": "cat_score", + "actual": "clinical_response" + }, + { + "predicted": "respiratory_insufficiency_type", + "actual": "clinical_response" + } + ] }, "cns_risk_stratification_category": { "hits": 30, @@ -19135,19 +20287,30 @@ "misses": [] }, "comorbidities_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "comorbidities_reported" - } - ] + "misses": [] }, "concomitant_corticosteroid_flag": { - "hits": 27, + "hits": 23, "total": 30, "misses": [ + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, + { + "predicted": "prior_corticosteroids_count", + "actual": "concomitant_corticosteroid_flag" + }, { "predicted": "prior_corticosteroids_count", "actual": "concomitant_corticosteroid_flag" @@ -19163,14 +20326,23 @@ ] }, "concomitant_csdmard_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "prior_dmards_count", + "actual": "concomitant_csdmard_flag" + } + ] }, "condition_status": { - "hits": 26, + "hits": 25, "total": 30, "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "condition_status" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "condition_status" @@ -19180,19 +20352,27 @@ "actual": "condition_status" }, { - "predicted": "covid19_vaccination_status", + "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "condition_status" }, { - "predicted": "bmi_category", + "predicted": "copd_severity_stage", "actual": "condition_status" } ] }, "copd_flag": { - "hits": 26, + "hits": 12, "total": 30, "misses": [ + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "copd_severity_stage", "actual": "copd_flag" @@ -19201,58 +20381,136 @@ "predicted": "diagnosis_date", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" } ] }, "copd_severity_stage": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "covid19_severity", + "actual": "copd_severity_stage" + }, + { + "predicted": "covid19_severity", + "actual": "copd_severity_stage" + } + ] }, "covid19_severity": { - "hits": 26, + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "cns_risk_stratification_category", + "actual": "covid19_severity" + } + ] + }, + "covid19_test_date": { + "hits": 23, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "copd_severity_stage", - "actual": "covid19_severity" + "predicted": "long_covid_symptoms_reported", + "actual": "covid19_test_date" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "covid19_severity" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" }, { - "predicted": "esr_level", - "actual": "covid19_severity" + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, + { + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, + { + "predicted": "long_covid_symptoms_reported", + "actual": "covid19_test_date" + }, + { + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" } ] }, - "covid19_test_date": { - "hits": 29, + "covid19_test_result": { + "hits": 28, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "covid19_test_date" + "predicted": "rv_tlc_ratio", + "actual": "covid19_test_result" + }, + { + "predicted": "rv_tlc_ratio", + "actual": "covid19_test_result" } ] }, - "covid19_test_result": { - "hits": 30, - "total": 30, - "misses": [] - }, "covid19_vaccination_date": { "hits": 30, "total": 30, @@ -19264,22 +20522,9 @@ "misses": [] }, "cpet_assessment": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" - }, - { - "predicted": "cardiovascular_disease_flag", - "actual": "cpet_assessment" - }, - { - "predicted": "gold_group", - "actual": "cpet_assessment" - } - ] + "misses": [] }, "crab_features_reported": { "hits": 30, @@ -19287,7 +20532,7 @@ "misses": [] }, "creatinine_level": { - "hits": 22, + "hits": 25, "total": 30, "misses": [ { @@ -19306,18 +20551,6 @@ "predicted": "crp_level", "actual": "creatinine_level" }, - { - "predicted": "crp_level", - "actual": "creatinine_level" - }, - { - "predicted": "crp_level", - "actual": "creatinine_level" - }, - { - "predicted": "crp_level", - "actual": "creatinine_level" - }, { "predicted": "crp_level", "actual": "creatinine_level" @@ -19330,9 +20563,22 @@ "misses": [] }, "crs_grade": { - "hits": 30, + "hits": 27, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "crs_grade" + }, + { + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "crs_grade" + }, + { + "predicted": "concomitant_csdmard_flag", + "actual": "crs_grade" + } + ] }, "cytogenetics_result": { "hits": 28, @@ -19354,13 +20600,9 @@ "misses": [] }, "dapsa_score": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "disease_activity_score_das28", - "actual": "dapsa_score" - }, { "predicted": "copd_severity_stage", "actual": "dapsa_score" @@ -19368,35 +20610,35 @@ ] }, "death_date": { - "hits": 21, + "hits": 20, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "death_date" }, { - "predicted": "discharge_date", + "predicted": "loss_of_response_date", "actual": "death_date" }, { - "predicted": "discharge_date", + "predicted": "treatment_end_date", "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "loss_of_response_date", "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "treatment_modification_date", "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "death_date" }, { @@ -19404,29 +20646,29 @@ "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", + "actual": "death_date" + }, + { + "predicted": "fev1_percent_predicted", "actual": "death_date" } ] }, "death_flag": { - "hits": 12, + "hits": 14, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "death_flag" - }, - { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "imaging_joint_inflammation_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { @@ -19434,15 +20676,15 @@ "actual": "death_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { @@ -19454,27 +20696,23 @@ "actual": "death_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", - "actual": "death_flag" - }, - { - "predicted": "mmse_score", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "death_date", + "predicted": "obesity_flag", "actual": "death_flag" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { @@ -19482,67 +20720,15 @@ "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "death_flag" } ] }, "dementia_flag": { - "hits": 16, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "prior_dmards_count", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "dementia_flag" - }, - { - "predicted": "cdr_score", - "actual": "dementia_flag" - }, - { - "predicted": "prior_dmards_count", - "actual": "dementia_flag" - }, { "predicted": "cdr_score", "actual": "dementia_flag" @@ -19550,21 +20736,25 @@ ] }, "diabetes_flag": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "prior_dmards_count", + "predicted": "dyslipidemia_flag", "actual": "diabetes_flag" }, { - "predicted": "diagnosis_date", + "predicted": "chronic_kidney_disease_flag", + "actual": "diabetes_flag" + }, + { + "predicted": "concomitant_csdmard_flag", "actual": "diabetes_flag" } ] }, "diagnosis_code": { - "hits": 25, + "hits": 20, "total": 30, "misses": [ { @@ -19572,36 +20762,73 @@ "actual": "diagnosis_code" }, { - "predicted": "her2_status", + "predicted": "eosinophilic_inflammation_v2_flag", "actual": "diagnosis_code" }, { - "predicted": "bmi_category", + "predicted": "cns_risk_stratification_category", "actual": "diagnosis_code" }, { - "predicted": "covid19_test_date", + "predicted": "dactylitis_severity_score", + "actual": "diagnosis_code" + }, + { + "predicted": "heart_failure_primary_cause", + "actual": "diagnosis_code" + }, + { + "predicted": "asdas_score", + "actual": "diagnosis_code" + }, + { + "predicted": "icans_grade", "actual": "diagnosis_code" }, { "predicted": "copd_flag", "actual": "diagnosis_code" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "diagnosis_code" + }, + { + "predicted": "concomitant_csdmard_flag", + "actual": "diagnosis_code" + } + ] + }, + "diagnosis_date": { + "hits": 28, + "total": 30, + "misses": [ + { + "predicted": "adverse_event_management_start_date", + "actual": "diagnosis_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "diagnosis_date" } ] }, - "diagnosis_date": { - "hits": 30, - "total": 30, - "misses": [] - }, "diastolic_bp": { - "hits": 26, + "hits": 24, "total": 30, "misses": [ + { + "predicted": "prescription_days_supply", + "actual": "diastolic_bp" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "diastolic_bp" }, + { + "predicted": "worsening_heart_failure_start_date", + "actual": "diastolic_bp" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "diastolic_bp" @@ -19617,9 +20844,17 @@ ] }, "disease_activity_score_das28": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "asdas_score", + "actual": "disease_activity_score_das28" + }, + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "disease_activity_score_das28" + }, { "predicted": "asdas_score", "actual": "disease_activity_score_das28" @@ -19627,50 +20862,67 @@ ] }, "discontinuation_reason": { - "hits": 24, + "hits": 25, "total": 30, "misses": [ { - "predicted": "relapse_date", - "actual": "discontinuation_reason" - }, - { - "predicted": "crs_grade", + "predicted": "cart_manufacturing_delay_reason", "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "cart_manufacturing_delay_reason", "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_management_type", + "predicted": "cart_target_antigen", "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "cart_target_antigen", "actual": "discontinuation_reason" }, { - "predicted": "procedure_code", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "discontinuation_reason" } ] }, "discharge_date": { - "hits": 30, + "hits": 25, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "treatment_modification_date", + "actual": "discharge_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "discharge_date" + }, + { + "predicted": "treatment_modification_date", + "actual": "discharge_date" + }, + { + "predicted": "prescription_dispense_date", + "actual": "discharge_date" + }, + { + "predicted": "adverse_event_management_end_date", + "actual": "discharge_date" + } + ] }, "discharge_destination": { "hits": 28, "total": 30, "misses": [ { - "predicted": "discharge_date", + "predicted": "chronic_kidney_disease_flag", "actual": "discharge_destination" }, { - "predicted": "relapse_date", + "predicted": "cart_manufacturing_delay_reason", "actual": "discharge_destination" } ] @@ -19680,11 +20932,11 @@ "total": 30, "misses": [ { - "predicted": "drug_administration_frequency", + "predicted": "prior_nsaids_count", "actual": "discharge_medications_reported" }, { - "predicted": "covid19_test_result", + "predicted": "measurement_lower_limit", "actual": "discharge_medications_reported" }, { @@ -19708,25 +20960,25 @@ "total": 30, "misses": [ { - "predicted": "visit_end_date", + "predicted": "covid19_vaccination_date", "actual": "drug_dose" }, { - "predicted": "global_disease_vas_patient", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "drug_dose" }, { - "predicted": "covid19_vaccination_date", + "predicted": "substance_use_history_reported", "actual": "drug_dose" } ] }, "drug_name": { - "hits": 18, + "hits": 14, "total": 30, "misses": [ { - "predicted": "therapeutic_class", + "predicted": "drug_regimen_name", "actual": "drug_name" }, { @@ -19734,7 +20986,7 @@ "actual": "drug_name" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cart_manufacturing_completion_date", "actual": "drug_name" }, { @@ -19742,19 +20994,35 @@ "actual": "drug_name" }, { - "predicted": "measurement_unit", + "predicted": "drug_regimen_name", + "actual": "drug_name" + }, + { + "predicted": "molecular_genetic_marker_reported", + "actual": "drug_name" + }, + { + "predicted": "drug_regimen_name", + "actual": "drug_name" + }, + { + "predicted": "drug_regimen_name", "actual": "drug_name" }, { "predicted": "therapeutic_class", "actual": "drug_name" }, + { + "predicted": "discharge_medications_reported", + "actual": "drug_name" + }, { "predicted": "substance_use_history_reported", "actual": "drug_name" }, { - "predicted": "drug_regimen_name", + "predicted": "discharge_medications_reported", "actual": "drug_name" }, { @@ -19762,7 +21030,7 @@ "actual": "drug_name" }, { - "predicted": "substance_use_history_reported", + "predicted": "eortc_qlq_c30_pain_score", "actual": "drug_name" }, { @@ -19780,29 +21048,21 @@ "total": 30, "misses": [ { - "predicted": "therapeutic_class", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "drug_regimen_name" }, { - "predicted": "adverse_event_management_type", + "predicted": "crp_level", "actual": "drug_regimen_name" } ] }, "drug_route": { - "hits": 27, + "hits": 29, "total": 30, "misses": [ { - "predicted": "medication_adherence_assessment", - "actual": "drug_route" - }, - { - "predicted": "adverse_event_management_type", - "actual": "drug_route" - }, - { - "predicted": "measurement_date", + "predicted": "adas_cog_score", "actual": "drug_route" } ] @@ -19813,21 +21073,25 @@ "misses": [] }, "ecog_performance_status": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "ultrasound_doppler_grade", "actual": "ecog_performance_status" }, { - "predicted": "adverse_event_management_type", + "predicted": "exertional_desaturation_flag", + "actual": "ecog_performance_status" + }, + { + "predicted": "exertional_desaturation_flag", "actual": "ecog_performance_status" } ] }, "education_years": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { @@ -19837,10 +21101,6 @@ { "predicted": "imaging_joint_space_narrowing_grade", "actual": "education_years" - }, - { - "predicted": "drug_administration_frequency", - "actual": "education_years" } ] }, @@ -19858,7 +21118,7 @@ "actual": "emphysema_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "relapse_confirmation_method", "actual": "emphysema_flag" } ] @@ -19868,7 +21128,7 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "dyslipidemia_flag", "actual": "eosinophil_category" } ] @@ -19898,25 +21158,16 @@ "misses": [] }, "eortc_qlq_c30_fatigue_score": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_fatigue_score" - } - ] + "misses": [] }, "eortc_qlq_c30_global_health_score": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_global_health_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "eortc_qlq_c30_physical_score", "actual": "eortc_qlq_c30_global_health_score" }, { @@ -19924,7 +21175,7 @@ "actual": "eortc_qlq_c30_global_health_score" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "eortc_qlq_c30_pain_score", "actual": "eortc_qlq_c30_global_health_score" } ] @@ -19935,25 +21186,20 @@ "misses": [] }, "eortc_qlq_c30_pain_score": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_pain_score" - } - ] + "misses": [] }, "eortc_qlq_c30_physical_score": { "hits": 27, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "eortc_qlq_c30_pain_score", "actual": "eortc_qlq_c30_physical_score" }, { - "predicted": "eortc_qlq_c30_emotional_score", + "predicted": "eortc_qlq_c30_role_score", "actual": "eortc_qlq_c30_physical_score" }, { @@ -19963,19 +21209,11 @@ ] }, "eortc_qlq_c30_role_score": { - "hits": 25, + "hits": 27, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_role_score" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "eortc_qlq_c30_role_score" - }, - { - "predicted": "eortc_qlq_c30_emotional_score", + "predicted": "eortc_qlq_c30_pain_score", "actual": "eortc_qlq_c30_role_score" }, { @@ -19983,68 +21221,15 @@ "actual": "eortc_qlq_c30_role_score" }, { - "predicted": "eortc_qlq_c30_global_health_score", + "predicted": "eortc_qlq_c30_emotional_score", "actual": "eortc_qlq_c30_role_score" } ] }, "eq5d_score": { - "hits": 17, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - } - ] + "misses": [] }, "er_status": { "hits": 28, @@ -20065,11 +21250,11 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "er_status", "actual": "erosion_score" }, { - "predicted": "crs_grade", + "predicted": "readmission_risk_score", "actual": "erosion_score" } ] @@ -20080,9 +21265,18 @@ "misses": [] }, "exercise_intolerance_6mwt_flag": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "exertional_desaturation_flag", + "actual": "exercise_intolerance_6mwt_flag" + }, + { + "predicted": "exertional_desaturation_flag", + "actual": "exercise_intolerance_6mwt_flag" + } + ] }, "exertional_desaturation_flag": { "hits": 30, @@ -20095,11 +21289,19 @@ "misses": [] }, "extra_articular_manifestation_flag": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "extra_articular_manifestation_reported", + "actual": "extra_articular_manifestation_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "extra_articular_manifestation_flag" + }, + { + "predicted": "asthma_flag", "actual": "extra_articular_manifestation_flag" } ] @@ -20117,88 +21319,115 @@ "actual": "extra_articular_manifestation_reported" }, { - "predicted": "extra_articular_manifestation_flag", + "predicted": "extranodal_sites_reported", "actual": "extra_articular_manifestation_reported" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "extra_articular_manifestation_flag", "actual": "extra_articular_manifestation_reported" } ] }, "fact_lym_emotional_score": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_emotional_score" - }, - { - "predicted": "eortc_qlq_c30_emotional_score", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_emotional_score" } ] }, "fact_lym_lymphoma_subscale_score": { - "hits": 25, + "hits": 30, + "total": 30, + "misses": [] + }, + "fact_lym_physical_score": { + "hits": 30, + "total": 30, + "misses": [] + }, + "fact_lym_total_score": { + "hits": 14, "total": 30, "misses": [ { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" - } - ] - }, - "fact_lym_physical_score": { - "hits": 30, - "total": 30, - "misses": [] - }, - "fact_lym_total_score": { - "hits": 28, - "total": 30, - "misses": [ + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, { - "predicted": "fact_lym_physical_score", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_total_score" } ] }, "family_history_reported": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { - "predicted": "past_surgical_history_reported", - "actual": "family_history_reported" - }, - { - "predicted": "discharge_date", + "predicted": "education_years", "actual": "family_history_reported" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "discharge_destination", "actual": "family_history_reported" } ] @@ -20214,15 +21443,15 @@ "misses": [] }, "feno_level": { - "hits": 23, + "hits": 16, "total": 30, "misses": [ { - "predicted": "hemoglobin_level", + "predicted": "severe_exacerbation_count", "actual": "feno_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "feno_above_threshold_flag", "actual": "feno_level" }, { @@ -20238,24 +21467,65 @@ "actual": "feno_level" }, { - "predicted": "adverse_event_management_type", + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", "actual": "feno_level" }, { "predicted": "radiation_fraction_count", "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" + }, + { + "predicted": "feno_above_threshold_flag", + "actual": "feno_level" } ] }, "ferritin_level": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "ferritin_level" + } + ] }, "fev1_gold_stage": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "gold_group", + "actual": "fev1_gold_stage" + }, + { + "predicted": "fev1_percent_predicted", + "actual": "fev1_gold_stage" + }, { "predicted": "gold_group", "actual": "fev1_gold_stage" @@ -20268,93 +21538,59 @@ "misses": [] }, "follow_up_appointment_scheduled_flag": { - "hits": 24, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_appointment_scheduled_flag" - }, { "predicted": "lost_followup_flag", "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "follow_up_appointment_scheduled_flag" } ] }, "follow_up_specialty": { - "hits": 23, + "hits": 30, + "total": 30, + "misses": [] + }, + "frailty_status": { + "hits": 30, + "total": 30, + "misses": [] + }, + "frequent_exacerbator_flag": { + "hits": 22, "total": 30, "misses": [ { - "predicted": "provider_specialty", - "actual": "follow_up_specialty" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" - }, - { - "predicted": "provider_specialty", - "actual": "follow_up_specialty" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "follow_up_specialty" - } - ] - }, - "frailty_status": { - "hits": 27, - "total": 30, - "misses": [ - { - "predicted": "cdr_score", - "actual": "frailty_status" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" + "predicted": "mild_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" - } - ] - }, - "frequent_exacerbator_flag": { - "hits": 29, - "total": 30, - "misses": [ + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" + }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" + }, + { + "predicted": "severe_exacerbation_count", "actual": "frequent_exacerbator_flag" } ] @@ -20374,11 +21610,11 @@ "total": 30, "misses": [ { - "predicted": "animal_verbal_fluency_score", + "predicted": "support_system_assessment", "actual": "functional_status" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "rheumatoid_factor_level", "actual": "functional_status" } ] @@ -20389,35 +21625,11 @@ "misses": [] }, "gerd_flag": { - "hits": 21, + "hits": 27, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" - }, - { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_flag", "actual": "gerd_flag" }, { @@ -20431,9 +21643,17 @@ ] }, "global_disease_vas_patient": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "pacu_discharge_intermediate_care_flag", + "actual": "global_disease_vas_patient" + }, + { + "predicted": "global_disease_vas_physician", + "actual": "global_disease_vas_patient" + }, { "predicted": "global_disease_vas_physician", "actual": "global_disease_vas_patient" @@ -20441,58 +21661,51 @@ ] }, "global_disease_vas_physician": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { "predicted": "global_disease_vas_patient", "actual": "global_disease_vas_physician" + }, + { + "predicted": "global_disease_vas_patient", + "actual": "global_disease_vas_physician" + }, + { + "predicted": "medication_adherence_assessment", + "actual": "global_disease_vas_physician" } ] }, "gold_group": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "copd_severity_stage", - "actual": "gold_group" - } - ] + "misses": [] }, "hamd_score": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "eortc_qlq_c30_fatigue_score", - "actual": "hamd_score" - }, - { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" - } - ] + "misses": [] }, "haq_di_score": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { - "predicted": "diagnosis_date", + "predicted": "iv_diuretic_use_flag", + "actual": "haq_di_score" + }, + { + "predicted": "eortc_qlq_c30_role_score", "actual": "haq_di_score" } ] }, "hba1c_level": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "hepatitis_c_status", - "actual": "hba1c_level" - } - ] + "misses": [] }, "hdl_cholesterol_level": { "hits": 30, @@ -20505,7 +21718,7 @@ "misses": [] }, "heart_failure_event_type": { - "hits": 21, + "hits": 14, "total": 30, "misses": [ { @@ -20525,7 +21738,7 @@ "actual": "heart_failure_event_type" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "heart_failure_type", "actual": "heart_failure_event_type" }, { @@ -20543,37 +21756,41 @@ { "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_event_type" - } - ] - }, - "heart_failure_flag": { - "hits": 6, - "total": 30, - "misses": [ + }, { "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "actual": "heart_failure_event_type" }, { "predicted": "worsening_heart_failure_event_type", - "actual": "heart_failure_flag" + "actual": "heart_failure_event_type" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "heart_rate", - "actual": "heart_failure_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_failure_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, { - "predicted": "worsening_heart_failure_flag", - "actual": "heart_failure_flag" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + } + ] + }, + "heart_failure_flag": { + "hits": 13, + "total": 30, + "misses": [ { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" @@ -20583,27 +21800,27 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "heart_rate", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "ischemic_heart_disease_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "cns_risk_stratification_category", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -20611,11 +21828,11 @@ "actual": "heart_failure_flag" }, { - "predicted": "past_surgical_history_reported", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "cns_risk_stratification_category", "actual": "heart_failure_flag" }, { @@ -20623,25 +21840,21 @@ "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_episode_order", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, - { - "predicted": "heart_failure_type", - "actual": "heart_failure_flag" - }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "heart_failure_flag" @@ -20649,9 +21862,45 @@ ] }, "heart_failure_primary_cause": { - "hits": 21, + "hits": 12, "total": 30, "misses": [ + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, { "predicted": "heart_failure_primary_cause_other", "actual": "heart_failure_primary_cause" @@ -20691,12 +21940,17 @@ ] }, "heart_failure_primary_cause_other": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "follow_up_specialty", + "actual": "heart_failure_primary_cause_other" + } + ] }, "heart_failure_type": { - "hits": 24, + "hits": 16, "total": 30, "misses": [ { @@ -20707,6 +21961,10 @@ "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "heart_failure_event_type", "actual": "heart_failure_type" @@ -20715,6 +21973,10 @@ "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, + { + "predicted": "heart_failure_event_type", + "actual": "heart_failure_type" + }, { "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" @@ -20722,33 +21984,45 @@ { "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" - } - ] - }, - "heart_rate": { - "hits": 26, - "total": 30, - "misses": [ + }, { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "weight", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "frequent_readmissions_flag", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + } + ] + }, + "heart_rate": { + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "drug_administration_frequency", "actual": "heart_rate" } ] }, "height": { - "hits": 25, + "hits": 26, "total": 30, "misses": [ { @@ -20756,15 +22030,11 @@ "actual": "height" }, { - "predicted": "wbc_count", - "actual": "height" - }, - { - "predicted": "treatment_modification_type", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "height" }, { - "predicted": "hepatitis_c_status", + "predicted": "cause_of_death_code", "actual": "height" }, { @@ -20779,14 +22049,9 @@ "misses": [] }, "hepatitis_b_status": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "hba1c_level", - "actual": "hepatitis_b_status" - } - ] + "misses": [] }, "hepatitis_c_status": { "hits": 30, @@ -20799,47 +22064,15 @@ "misses": [] }, "hiv_status": { - "hits": 20, + "hits": 28, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "hiv_status" - }, - { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" - }, - { - "predicted": "worsening_heart_failure_event_type", - "actual": "hiv_status" - }, - { - "predicted": "serum_albumin_level", - "actual": "hiv_status" - }, - { - "predicted": "hpylori_status", - "actual": "hiv_status" - }, - { - "predicted": "serum_albumin_level", - "actual": "hiv_status" - }, - { - "predicted": "her2_status", - "actual": "hiv_status" - }, - { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" - }, - { - "predicted": "her2_status", + "predicted": "adverse_event_management_start_date", "actual": "hiv_status" }, { - "predicted": "serum_albumin_level", + "predicted": "loss_of_response_date", "actual": "hiv_status" } ] @@ -20850,28 +22083,14 @@ "misses": [] }, "hospitalization_heart_failure_flag": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "hospitalization_heart_failure_flag" - } - ] + "misses": [] }, "hpylori_status": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "hepatitis_c_status", - "actual": "hpylori_status" - }, - { - "predicted": "pr_status", - "actual": "hpylori_status" - } - ] + "misses": [] }, "hsct_details_note": { "hits": 30, @@ -20879,31 +22098,35 @@ "misses": [] }, "hypertension_flag": { - "hits": 29, + "hits": 25, "total": 30, "misses": [ { - "predicted": "pulmonary_hypertension_flag", + "predicted": "esr_level", "actual": "hypertension_flag" - } - ] - }, - "hyperinflation_rv_tlc_flag": { - "hits": 1, - "total": 30, - "misses": [ + }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "esr_level", + "actual": "hypertension_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "hypertension_flag" }, + { + "predicted": "initial_diagnostic_method", + "actual": "hypertension_flag" + } + ] + }, + "hyperinflation_rv_tlc_flag": { + "hits": 4, + "total": 30, + "misses": [ { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "hyperinflation_rv_tlc_flag" @@ -21021,22 +22244,9 @@ ] }, "icans_grade": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "icans_grade" - }, - { - "predicted": "tumor_grade", - "actual": "icans_grade" - }, - { - "predicted": "gold_group", - "actual": "icans_grade" - } - ] + "misses": [] }, "imaging_extramedullary_involvement_sites_reported": { "hits": 29, @@ -21049,9 +22259,25 @@ ] }, "imaging_joint_inflammation_flag": { - "hits": 27, + "hits": 23, "total": 30, "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_joint_inflammation_flag" @@ -21081,7 +22307,7 @@ "total": 30, "misses": [ { - "predicted": "imaging_leukemia_involvement_flag", + "predicted": "imaging_progressive_disease_sites_reported", "actual": "imaging_lymphoma_involvement_flag" } ] @@ -21091,7 +22317,7 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_myeloma_findings_reported" } ] @@ -21106,11 +22332,11 @@ "total": 30, "misses": [ { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_reporting_standard_flag" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_reporting_standard_flag" } ] @@ -21121,15 +22347,15 @@ "misses": [] }, "imaging_type": { - "hits": 23, + "hits": 22, "total": 30, "misses": [ { - "predicted": "moderate_exacerbation_count", + "predicted": "radiographic_stage", "actual": "imaging_type" }, { - "predicted": "bmi_category", + "predicted": "mild_exacerbation_count", "actual": "imaging_type" }, { @@ -21137,105 +22363,72 @@ "actual": "imaging_type" }, { - "predicted": "treatment_switch_count", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_type" }, { - "predicted": "biopsy_type", + "predicted": "mild_exacerbation_count", "actual": "imaging_type" }, { - "predicted": "imaging_extramedullary_involvement_sites_reported", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "mild_exacerbation_count", + "actual": "imaging_type" + }, + { + "predicted": "radiographic_stage", "actual": "imaging_type" } ] }, "immunophenotyping_marker_reported": { + "hits": 30, + "total": 30, + "misses": [] + }, + "infusion_reaction_flag": { "hits": 29, "total": 30, "misses": [ { - "predicted": "molecular_genetic_marker_reported", - "actual": "immunophenotyping_marker_reported" + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "infusion_reaction_flag" } ] }, - "infusion_reaction_flag": { - "hits": 30, - "total": 30, - "misses": [] - }, "inhaler_technique_assessment": { "hits": 30, "total": 30, "misses": [] }, "initial_diagnostic_method": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "diagnosis_date", - "actual": "initial_diagnostic_method" - } - ] + "misses": [] }, "insurance_type": { - "hits": 21, + "hits": 28, "total": 30, "misses": [ { - "predicted": "therapeutic_class", - "actual": "insurance_type" - }, - { - "predicted": "biopsy_type", - "actual": "insurance_type" - }, - { - "predicted": "copd_severity_stage", - "actual": "insurance_type" - }, - { - "predicted": "follow_up_specialty", - "actual": "insurance_type" - }, - { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" - }, - { - "predicted": "adverse_event_management_type", - "actual": "insurance_type" - }, - { - "predicted": "adverse_event_management_type", + "predicted": "psa_subtype", "actual": "insurance_type" }, { "predicted": "follow_up_appointment_scheduled_flag", "actual": "insurance_type" - }, - { - "predicted": "follow_up_specialty", - "actual": "insurance_type" } ] }, "ischemic_heart_disease_flag": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "bmi_category", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "bmi_category", + "predicted": "worsening_heart_failure_start_date", "actual": "ischemic_heart_disease_flag" } ] @@ -21246,57 +22439,36 @@ "misses": [] }, "last_visit_date": { - "hits": 27, - "total": 30, - "misses": [ - { - "predicted": "visit_end_date", - "actual": "last_visit_date" - }, - { - "predicted": "visit_end_date", - "actual": "last_visit_date" - }, - { - "predicted": "loss_of_response_date", - "actual": "last_visit_date" - } - ] - }, - "ldh_level_category": { "hits": 30, "total": 30, "misses": [] }, - "ldl_cholesterol_level": { + "ldh_level_category": { "hits": 29, "total": 30, "misses": [ { - "predicted": "hdl_cholesterol_level", - "actual": "ldl_cholesterol_level" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" } ] }, + "ldl_cholesterol_level": { + "hits": 30, + "total": 30, + "misses": [] + }, "leeds_enthesitis_index": { "hits": 30, "total": 30, "misses": [] }, "length_of_stay_days": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { - "predicted": "admission_date", - "actual": "length_of_stay_days" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "length_of_stay_days" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "discharge_date", "actual": "length_of_stay_days" }, { @@ -21316,44 +22488,30 @@ ] }, "long_covid_symptoms_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "long_covid_symptoms_reported" - } - ] + "misses": [] }, "long_term_oxygen_therapy_flag": { + "hits": 30, + "total": 30, + "misses": [] + }, + "long_term_toxicity_reported": { "hits": 29, "total": 30, "misses": [ { - "predicted": "platelet_count", - "actual": "long_term_oxygen_therapy_flag" + "predicted": "ldl_cholesterol_level", + "actual": "long_term_toxicity_reported" } ] }, - "long_term_toxicity_reported": { + "loss_of_response_date": { "hits": 30, "total": 30, "misses": [] }, - "loss_of_response_date": { - "hits": 28, - "total": 30, - "misses": [ - { - "predicted": "treatment_end_date", - "actual": "loss_of_response_date" - }, - { - "predicted": "treatment_end_date", - "actual": "loss_of_response_date" - } - ] - }, "lost_followup_flag": { "hits": 30, "total": 30, @@ -21373,7 +22531,7 @@ "actual": "lvef_percent" }, { - "predicted": "fev1_percent_predicted", + "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "lvef_percent" } ] @@ -21384,18 +22542,9 @@ "misses": [] }, "malnutrition_flag": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "nutritional_status", - "actual": "malnutrition_flag" - }, - { - "predicted": "nutritional_status", - "actual": "malnutrition_flag" - } - ] + "misses": [] }, "manufacturing_issue_note": { "hits": 30, @@ -21403,11 +22552,11 @@ "misses": [] }, "measurement_date": { - "hits": 26, + "hits": 21, "total": 30, "misses": [ { - "predicted": "drug_name", + "predicted": "adverse_event_management_start_date", "actual": "measurement_date" }, { @@ -21415,59 +22564,70 @@ "actual": "measurement_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "ferritin_level", "actual": "measurement_date" }, { - "predicted": "note_date", + "predicted": "last_visit_date", "actual": "measurement_date" - } - ] - }, - "measurement_lower_limit": { - "hits": 29, - "total": 30, - "misses": [ + }, { - "predicted": "fact_lym_total_score", - "actual": "measurement_lower_limit" + "predicted": "dactylitis_severity_score", + "actual": "measurement_date" + }, + { + "predicted": "covid19_vaccination_date", + "actual": "measurement_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" } ] }, - "measurement_unit": { + "measurement_lower_limit": { "hits": 30, "total": 30, "misses": [] }, - "measurement_upper_limit": { + "measurement_unit": { "hits": 30, "total": 30, "misses": [] }, - "medication_adherence_assessment": { - "hits": 28, + "measurement_upper_limit": { + "hits": 29, "total": 30, "misses": [ { - "predicted": "therapeutic_class", - "actual": "medication_adherence_assessment" - }, - { - "predicted": "follow_up_specialty", - "actual": "medication_adherence_assessment" + "predicted": "imaging_suv_max", + "actual": "measurement_upper_limit" } ] }, - "mild_exacerbation_count": { + "medication_adherence_assessment": { "hits": 29, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "mild_exacerbation_count" + "predicted": "measurement_upper_limit", + "actual": "medication_adherence_assessment" } ] }, + "mild_exacerbation_count": { + "hits": 30, + "total": 30, + "misses": [] + }, "minicog_score": { "hits": 30, "total": 30, @@ -21483,15 +22643,20 @@ "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "extra_articular_manifestation_flag", "actual": "mmse_score" } ] }, "moca_score": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "moca_score" + } + ] }, "moderate_exacerbation_count": { "hits": 30, @@ -21504,7 +22669,7 @@ "misses": [] }, "mortality_30day_flag": { - "hits": 25, + "hits": 23, "total": 30, "misses": [ { @@ -21512,7 +22677,15 @@ "actual": "mortality_30day_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "eortc_qlq_c30_pain_score", + "actual": "mortality_30day_flag" + }, + { + "predicted": "loss_of_response_date", + "actual": "mortality_30day_flag" + }, + { + "predicted": "eortc_qlq_c30_pain_score", "actual": "mortality_30day_flag" }, { @@ -21530,15 +22703,11 @@ ] }, "niv_bipap_flag": { - "hits": 25, + "hits": 26, "total": 30, "misses": [ { - "predicted": "tumor_stage_n", - "actual": "niv_bipap_flag" - }, - { - "predicted": "tumor_stage_n", + "predicted": "rheumatoid_factor_level", "actual": "niv_bipap_flag" }, { @@ -21550,65 +22719,44 @@ "actual": "niv_bipap_flag" }, { - "predicted": "tumor_stage_n", + "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "niv_bipap_flag" } ] }, "nodal_mass_size": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "nodal_mass_size" - } - ] + "misses": [] }, "note_date": { "hits": 29, "total": 30, "misses": [ { - "predicted": "note_type", + "predicted": "adverse_event_management_start_date", "actual": "note_date" } ] }, "note_text": { - "hits": 18, + "hits": 22, "total": 30, "misses": [ { - "predicted": "wbc_count", - "actual": "note_text" - }, - { - "predicted": "tlc_percent_predicted", - "actual": "note_text" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "note_text" - }, - { - "predicted": "leeds_enthesitis_index", - "actual": "note_text" - }, - { - "predicted": "rso2_baseline_percent", + "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "note_text" }, { - "predicted": "adverse_event_management_type", + "predicted": "eortc_qlq_c30_pain_score", "actual": "note_text" }, { - "predicted": "tumor_stage_t", + "predicted": "serum_free_light_chain_level", "actual": "note_text" }, { - "predicted": "note_type", + "predicted": "adverse_event_type", "actual": "note_text" }, { @@ -21616,7 +22764,7 @@ "actual": "note_text" }, { - "predicted": "note_date", + "predicted": "extranodal_sites_reported", "actual": "note_text" }, { @@ -21634,7 +22782,7 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "fact_lym_physical_score", "actual": "note_type" } ] @@ -21645,9 +22793,14 @@ "misses": [] }, "nyha_class": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "ra_functional_class", + "actual": "nyha_class" + } + ] }, "obesity_flag": { "hits": 26, @@ -21672,16 +22825,21 @@ ] }, "opioid_use_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "time_from_diagnosis_to_biologic", + "actual": "opioid_use_flag" + } + ] }, "osteoporosis_flag": { "hits": 29, "total": 30, "misses": [ { - "predicted": "eosinophilic_inflammation_v2_flag", + "predicted": "lost_followup_flag", "actual": "osteoporosis_flag" } ] @@ -21706,85 +22864,124 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "pacu_discharge_intermediate_care_flag" + "predicted": "discharge_medications_reported", + "actual": "pacu_discharge_intermediate_care_flag" + } + ] + }, + "pain_vas": { + "hits": 25, + "total": 30, + "misses": [ + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + } + ] + }, + "pasdas_score": { + "hits": 26, + "total": 30, + "misses": [ + { + "predicted": "medication_adherence_assessment", + "actual": "pasdas_score" + }, + { + "predicted": "asdas_score", + "actual": "pasdas_score" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "pasdas_score" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "pasdas_score" } ] }, - "pain_vas": { - "hits": 30, - "total": 30, - "misses": [] - }, - "pasdas_score": { - "hits": 30, - "total": 30, - "misses": [] - }, "pasqal_tool_used_flag": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "ferritin_level", + "actual": "pasqal_tool_used_flag" + }, + { + "predicted": "substance_use_history_reported", + "actual": "pasqal_tool_used_flag" + }, + { + "predicted": "treatment_switch_count", "actual": "pasqal_tool_used_flag" } ] }, "past_surgical_history_reported": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "past_surgical_history_reported" + } + ] }, "peripheral_arterial_disease_flag": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", - "actual": "peripheral_arterial_disease_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "peripheral_arterial_disease_flag" - }, - { - "predicted": "past_surgical_history_reported", + "predicted": "dactylitis_severity_score", "actual": "peripheral_arterial_disease_flag" }, { - "predicted": "diagnosis_date", + "predicted": "dapsa_score", "actual": "peripheral_arterial_disease_flag" } ] }, "person_id": { - "hits": 24, + "hits": 25, "total": 30, "misses": [ { - "predicted": "tlc_percent_predicted", + "predicted": "pacu_discharge_intermediate_care_flag", "actual": "person_id" }, { - "predicted": "diagnosis_code", + "predicted": "prior_nsaids_count", "actual": "person_id" }, { - "predicted": "tumor_stage_n", + "predicted": "eortc_qlq_c30_pain_score", "actual": "person_id" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "global_disease_vas_patient", "actual": "person_id" }, { "predicted": "procedure_code", "actual": "person_id" - }, - { - "predicted": "diagnosis_code", - "actual": "person_id" } ] }, @@ -21794,18 +22991,9 @@ "misses": [] }, "physical_activity_flag": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "leeds_enthesitis_index", - "actual": "physical_activity_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "physical_activity_flag" - } - ] + "misses": [] }, "platelet_count": { "hits": 30, @@ -21813,12 +23001,16 @@ "misses": [] }, "polypharmacy_status": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", "actual": "polypharmacy_status" + }, + { + "predicted": "platelet_count", + "actual": "polypharmacy_status" } ] }, @@ -21828,29 +23020,9 @@ "misses": [] }, "postoperative_delirium_flag": { - "hits": 10, + "hits": 15, "total": 30, "misses": [ - { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, - { - "predicted": "lost_followup_flag", - "actual": "postoperative_delirium_flag" - }, - { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, - { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, - { - "predicted": "postoperative_delirium_history_flag", - "actual": "postoperative_delirium_flag" - }, { "predicted": "postoperative_delirium_history_flag", "actual": "postoperative_delirium_flag" @@ -21928,15 +23100,15 @@ "total": 30, "misses": [ { - "predicted": "length_of_stay_days", + "predicted": "eortc_qlq_c30_pain_score", "actual": "prescription_days_supply" }, { - "predicted": "procedure_date", + "predicted": "length_of_stay_days", "actual": "prescription_days_supply" }, { - "predicted": "length_of_stay_days", + "predicted": "chronic_kidney_disease_flag", "actual": "prescription_days_supply" } ] @@ -21957,60 +23129,79 @@ "misses": [] }, "prior_dmards_count": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "prior_dmards_count" - } - ] + "misses": [] }, "prior_nsaids_count": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "prior_nsaids_count" - } - ] + "misses": [] }, "procedure_code": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "procedure_notes", - "actual": "procedure_code" - }, - { - "predicted": "procedure_notes", + "predicted": "smoking_status", "actual": "procedure_code" } ] }, "procedure_date": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ + { + "predicted": "adverse_event_management_start_date", + "actual": "procedure_date" + }, { "predicted": "procedure_code", "actual": "procedure_date" + }, + { + "predicted": "cart_manufacturing_completion_date", + "actual": "procedure_date" } ] }, "procedure_notes": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "procedure_notes" + } + ] }, "provider_specialty": { - "hits": 27, + "hits": 17, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_physical_score", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -22020,6 +23211,26 @@ { "predicted": "follow_up_specialty", "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "provider_specialty" } ] }, @@ -22033,38 +23244,30 @@ "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "hsct_details_note", "actual": "pulmonary_hypertension_flag" }, { - "predicted": "hypertension_flag", + "predicted": "hpylori_status", "actual": "pulmonary_hypertension_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "heart_failure_primary_cause_other", "actual": "pulmonary_hypertension_flag" } ] }, "race": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { - "predicted": "bmi_category", + "predicted": "pacu_discharge_intermediate_care_flag", "actual": "race" }, { "predicted": "ra_functional_class", "actual": "race" - }, - { - "predicted": "urine_albumin_creatinine_ratio", - "actual": "race" - }, - { - "predicted": "allergy_severity", - "actual": "race" } ] }, @@ -22083,65 +23286,55 @@ ] }, "radiation_fraction_dose": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "covid19_vaccination_date", + "predicted": "radiation_total_dose", "actual": "radiation_fraction_dose" }, { "predicted": "radiation_fraction_count", "actual": "radiation_fraction_dose" - } - ] - }, - "radiation_total_dose": { - "hits": 28, - "total": 30, - "misses": [ - { - "predicted": "drug_dose", - "actual": "radiation_total_dose" }, { "predicted": "radiation_fraction_count", - "actual": "radiation_total_dose" + "actual": "radiation_fraction_dose" } ] }, + "radiation_total_dose": { + "hits": 30, + "total": 30, + "misses": [] + }, "radiation_treated_sites_reported": { "hits": 30, "total": 30, "misses": [] }, "radiographic_stage": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "tumor_grade", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "radiographic_stage" }, { "predicted": "ra_functional_class", "actual": "radiographic_stage" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "radiographic_stage" } ] }, "ra_functional_class": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "ra_functional_class" - }, - { - "predicted": "heart_rate", - "actual": "ra_functional_class" - } - ] + "misses": [] }, "random_glucose_level": { "hits": 30, @@ -22149,33 +23342,41 @@ "misses": [] }, "readmission_date": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "readmission_risk_score", + "actual": "readmission_date" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "readmission_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "readmission_date" + }, + { + "predicted": "readmission_risk_score", "actual": "readmission_date" } ] }, "readmission_flag": { - "hits": 9, + "hits": 11, "total": 30, "misses": [ { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, - { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "treatment_intent", "actual": "readmission_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -22187,7 +23388,7 @@ "actual": "readmission_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" }, { @@ -22198,16 +23399,12 @@ "predicted": "readmission_risk_score", "actual": "readmission_flag" }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, { "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "readmission_prevention_measures_reported", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -22219,11 +23416,11 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "treatment_intent", "actual": "readmission_flag" }, { - "predicted": "readmission_date", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "readmission_flag" }, { @@ -22231,15 +23428,15 @@ "actual": "readmission_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "readmission_flag" }, { - "predicted": "readmission_date", + "predicted": "allergy_severity", "actual": "readmission_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "frequent_readmissions_flag", "actual": "readmission_flag" }, { @@ -22254,29 +23451,13 @@ "misses": [] }, "readmission_reason": { - "hits": 24, + "hits": 28, "total": 30, "misses": [ - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, { "predicted": "readmission_risk_score", "actual": "readmission_reason" }, - { - "predicted": "readmission_prevention_measures_reported", - "actual": "readmission_reason" - }, { "predicted": "readmission_risk_score", "actual": "readmission_reason" @@ -22294,11 +23475,19 @@ "misses": [] }, "relapse_date": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "covid19_test_date", + "predicted": "relapse_confirmation_method", + "actual": "relapse_date" + }, + { + "predicted": "relapse_confirmation_method", + "actual": "relapse_date" + }, + { + "predicted": "diagnosis_date", "actual": "relapse_date" } ] @@ -22309,9 +23498,13 @@ "misses": [] }, "reported_allergy_drug": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ + { + "predicted": "allergy_severity", + "actual": "reported_allergy_drug" + }, { "predicted": "allergy_severity", "actual": "reported_allergy_drug" @@ -22319,9 +23512,18 @@ ] }, "respiratory_insufficiency_flag": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "respiratory_insufficiency_type", + "actual": "respiratory_insufficiency_flag" + }, + { + "predicted": "respiratory_insufficiency_type", + "actual": "respiratory_insufficiency_flag" + } + ] }, "respiratory_insufficiency_type": { "hits": 30, @@ -22329,23 +23531,35 @@ "misses": [] }, "respiratory_rate": { - "hits": 28, + "hits": 26, "total": 30, "misses": [ { "predicted": "rv_tlc_ratio", "actual": "respiratory_rate" }, + { + "predicted": "clinical_response", + "actual": "respiratory_rate" + }, { "predicted": "esr_level", "actual": "respiratory_rate" + }, + { + "predicted": "measurement_lower_limit", + "actual": "respiratory_rate" } ] }, "rheumatoid_factor_level": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ + { + "predicted": "eortc_qlq_c30_fatigue_score", + "actual": "rheumatoid_factor_level" + }, { "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" @@ -22355,13 +23569,13 @@ "actual": "rheumatoid_factor_level" }, { - "predicted": "rheumatoid_factor_status", + "predicted": "eortc_qlq_c30_fatigue_score", "actual": "rheumatoid_factor_level" } ] }, "rheumatoid_factor_status": { - "hits": 24, + "hits": 23, "total": 30, "misses": [ { @@ -22373,7 +23587,7 @@ "actual": "rheumatoid_factor_status" }, { - "predicted": "er_status", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" }, { @@ -22381,12 +23595,16 @@ "actual": "rheumatoid_factor_status" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "rheumatoid_factor_level", "actual": "rheumatoid_factor_status" }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" + }, + { + "predicted": "rheumatoid_factor_level", + "actual": "rheumatoid_factor_status" } ] }, @@ -22401,7 +23619,7 @@ "misses": [] }, "rv_tlc_ratio": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { @@ -22409,37 +23627,23 @@ "actual": "rv_tlc_ratio" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "pr_status", "actual": "rv_tlc_ratio" } ] }, "serum_albumin_level": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "urine_albumin_creatinine_ratio", - "actual": "serum_albumin_level" - } - ] + "misses": [] }, "serum_calcium_level": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "serum_albumin_level", - "actual": "serum_calcium_level" - } - ] + "misses": [] }, "serum_free_light_chain_level": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { @@ -22447,53 +23651,40 @@ "actual": "serum_free_light_chain_level" }, { - "predicted": "cdr_score", - "actual": "serum_free_light_chain_level" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "measurement_lower_limit", "actual": "serum_free_light_chain_level" } ] }, "severe_exacerbation_count": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "severe_exacerbation_count" + }, + { + "predicted": "allergy_severity", + "actual": "severe_exacerbation_count" } ] }, "sex": { - "hits": 26, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "sex" - }, - { - "predicted": "global_disease_vas_patient", - "actual": "sex" - }, - { - "predicted": "global_disease_vas_patient", - "actual": "sex" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "sex" - } - ] + "misses": [] }, "sf36_score": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "treatment_end_date", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sf36_score" + }, + { + "predicted": "eortc_qlq_c30_global_health_score", "actual": "sf36_score" }, { @@ -22503,34 +23694,30 @@ ] }, "sleep_apnea_flag": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "dapsa_score", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "hpylori_status", + "predicted": "serum_free_light_chain_level", "actual": "sleep_apnea_flag" }, { - "predicted": "tumor_stage_n", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "sleep_apnea_flag" } ] }, "smoking_status": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", "actual": "smoking_status" + }, + { + "predicted": "rheumatoid_factor_status", + "actual": "smoking_status" } ] }, @@ -22540,14 +23727,9 @@ "misses": [] }, "social_support_assessment": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "social_support_assessment" - } - ] + "misses": [] }, "sparcc_score": { "hits": 30, @@ -22555,14 +23737,9 @@ "misses": [] }, "spirometry_reversibility_flag": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "covid19_test_result", - "actual": "spirometry_reversibility_flag" - } - ] + "misses": [] }, "steroid_equivalent_dose": { "hits": 30, @@ -22570,21 +23747,13 @@ "misses": [] }, "steroid_taper_duration": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { "predicted": "prior_corticosteroids_count", "actual": "steroid_taper_duration" }, - { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" - }, - { - "predicted": "adverse_event_management_type", - "actual": "steroid_taper_duration" - }, { "predicted": "prior_corticosteroids_count", "actual": "steroid_taper_duration" @@ -22592,111 +23761,80 @@ ] }, "substance_use_history_reported": { - "hits": 29, - "total": 30, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "substance_use_history_reported" - } - ] - }, - "supportive_medication_reported": { "hits": 30, "total": 30, "misses": [] }, - "support_system_assessment": { + "supportive_medication_reported": { "hits": 30, "total": 30, "misses": [] }, - "surgical_risk_classification": { + "support_system_assessment": { "hits": 29, "total": 30, "misses": [ { - "predicted": "readmission_risk_score", - "actual": "surgical_risk_classification" - } - ] - }, - "surgical_specialty": { - "hits": 28, - "total": 30, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" - }, - { - "predicted": "provider_specialty", - "actual": "surgical_specialty" + "predicted": "social_support_assessment", + "actual": "support_system_assessment" } ] }, - "symptoms_at_presentation_reported": { - "hits": 23, + "surgical_risk_classification": { + "hits": 30, + "total": 30, + "misses": [] + }, + "surgical_specialty": { + "hits": 27, "total": 30, "misses": [ { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "follow_up_specialty", + "actual": "surgical_specialty" }, { "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "actual": "surgical_specialty" }, { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" + "predicted": "follow_up_specialty", + "actual": "surgical_specialty" } ] }, + "symptoms_at_presentation_reported": { + "hits": 30, + "total": 30, + "misses": [] + }, "synovial_fluid_analysis_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "total_cholesterol_level", - "actual": "synovial_fluid_analysis_reported" - } - ] + "misses": [] }, "systolic_bp": { - "hits": 24, + "hits": 23, "total": 30, "misses": [ { - "predicted": "note_type", + "predicted": "pasdas_score", "actual": "systolic_bp" }, { - "predicted": "pasdas_score", + "predicted": "dyslipidemia_flag", "actual": "systolic_bp" }, { - "predicted": "pasdas_score", + "predicted": "psa_subtype", "actual": "systolic_bp" }, { - "predicted": "psa_subtype", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "systolic_bp" + }, + { + "predicted": "pasdas_score", "actual": "systolic_bp" }, { @@ -22710,31 +23848,22 @@ ] }, "temperature": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "feno_above_threshold_flag", - "actual": "temperature" - }, - { - "predicted": "drug_administration_frequency", - "actual": "temperature" - }, - { - "predicted": "feno_above_threshold_flag", - "actual": "temperature" - } - ] + "misses": [] }, "therapeutic_adherence_assessment": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { "predicted": "medication_adherence_assessment", "actual": "therapeutic_adherence_assessment" }, + { + "predicted": "treatment_switch_count", + "actual": "therapeutic_adherence_assessment" + }, { "predicted": "medication_adherence_assessment", "actual": "therapeutic_adherence_assessment" @@ -22747,18 +23876,9 @@ "misses": [] }, "time_from_diagnosis_to_biologic": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "beta2_microglobulin_level", - "actual": "time_from_diagnosis_to_biologic" - }, - { - "predicted": "adverse_event_management_start_date", - "actual": "time_from_diagnosis_to_biologic" - } - ] + "misses": [] }, "tlc_percent_predicted": { "hits": 29, @@ -22771,27 +23891,31 @@ ] }, "total_cholesterol_level": { - "hits": 27, + "hits": 29, "total": 30, "misses": [ { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "total_cholesterol_level" - }, - { - "predicted": "hsct_details_note", - "actual": "total_cholesterol_level" - }, - { - "predicted": "crs_grade", + "predicted": "crp_level", "actual": "total_cholesterol_level" } ] }, "toxicity_grade": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, { "predicted": "long_term_toxicity_reported", "actual": "toxicity_grade" @@ -22809,16 +23933,12 @@ ] }, "treatment_end_date": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { "predicted": "adverse_event_management_end_date", "actual": "treatment_end_date" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "treatment_end_date" } ] }, @@ -22831,35 +23951,39 @@ "actual": "treatment_inefficacy_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "treatment_inefficacy_flag" } ] }, "treatment_intent": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ + { + "predicted": "treatment_end_date", + "actual": "treatment_intent" + }, { "predicted": "therapeutic_class", "actual": "treatment_intent" }, { - "predicted": "treatment_end_date", + "predicted": "therapeutic_class", "actual": "treatment_intent" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "therapeutic_class", "actual": "treatment_intent" } ] }, "treatment_line": { - "hits": 26, + "hits": 25, "total": 30, "misses": [ { - "predicted": "treatment_cycle_count", + "predicted": "treatment_switch_count", "actual": "treatment_line" }, { @@ -22871,7 +23995,11 @@ "actual": "treatment_line" }, { - "predicted": "total_cholesterol_level", + "predicted": "treatment_switch_count", + "actual": "treatment_line" + }, + { + "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "treatment_line" } ] @@ -22881,25 +24009,21 @@ "total": 30, "misses": [ { - "predicted": "treatment_switch_count", + "predicted": "treatment_modification_reason", "actual": "treatment_modification_date" } ] }, "treatment_modification_reason": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" - }, - { - "predicted": "treatment_modification_type", + "predicted": "cart_manufacturing_delay_reason", "actual": "treatment_modification_reason" }, { - "predicted": "treatment_modification_type", + "predicted": "treatment_modification_date", "actual": "treatment_modification_reason" }, { @@ -22919,9 +24043,25 @@ ] }, "treatment_start_date": { - "hits": 20, + "hits": 15, "total": 30, "misses": [ + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, { "predicted": "treatment_modification_date", "actual": "treatment_start_date" @@ -22939,11 +24079,11 @@ "actual": "treatment_start_date" }, { - "predicted": "treatment_end_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", + "predicted": "worsening_heart_failure_start_date", "actual": "treatment_start_date" }, { @@ -22951,11 +24091,15 @@ "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { - "predicted": "worsening_heart_failure_start_date", + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { @@ -22970,7 +24114,7 @@ "misses": [] }, "treatment_type": { - "hits": 24, + "hits": 25, "total": 30, "misses": [ { @@ -22978,43 +24122,30 @@ "actual": "treatment_type" }, { - "predicted": "adverse_event_management_type", - "actual": "treatment_type" - }, - { - "predicted": "adverse_event_management_type", + "predicted": "treatment_modification_type", "actual": "treatment_type" }, { - "predicted": "treatment_line", + "predicted": "imaging_type", "actual": "treatment_type" }, { - "predicted": "imaging_type", + "predicted": "psa_subtype", "actual": "treatment_type" }, { - "predicted": "treatment_modification_type", + "predicted": "treatment_modification_reason", "actual": "treatment_type" } ] }, "triglycerides_level": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "triglycerides_level" - }, - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "triglycerides_level" - } - ] + "misses": [] }, "troponin_level": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { @@ -23026,35 +24157,51 @@ "actual": "troponin_level" }, { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "troponin_level" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "tumor_stage_n", "actual": "troponin_level" } ] }, "tumor_grade": { - "hits": 29, + "hits": 25, "total": 30, "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", "actual": "tumor_grade" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_grade" + }, + { + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "tumor_grade" } ] }, "tumor_stage_m": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "tumor_stage_t", + "predicted": "tumor_stage_n", + "actual": "tumor_stage_m" + }, + { + "predicted": "tumor_stage_n", "actual": "tumor_stage_m" }, { - "predicted": "tumor_stage_t", + "predicted": "nodal_mass_size", "actual": "tumor_stage_m" } ] @@ -23065,132 +24212,144 @@ "misses": [] }, "tumor_stage_t": { - "hits": 28, + "hits": 16, "total": 30, "misses": [ { - "predicted": "procedure_notes", + "predicted": "anesthesia_type", "actual": "tumor_stage_t" }, { - "predicted": "therapeutic_class", + "predicted": "tumor_stage_n", "actual": "tumor_stage_t" - } - ] - }, - "ultrasound_doppler_grade": { - "hits": 30, - "total": 30, - "misses": [] - }, - "urine_albumin_creatinine_ratio": { - "hits": 28, - "total": 30, - "misses": [ - { - "predicted": "erosion_score", - "actual": "urine_albumin_creatinine_ratio" }, { - "predicted": "covid19_vaccination_status", - "actual": "urine_albumin_creatinine_ratio" - } - ] - }, - "visit_end_date": { - "hits": 29, - "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_end_date", - "actual": "visit_end_date" - } - ] - }, - "visit_id": { - "hits": 17, - "total": 30, - "misses": [ - { - "predicted": "procedure_code", - "actual": "visit_id" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" + "actual": "tumor_stage_t" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" + }, + { + "predicted": "extranodal_sites_reported", + "actual": "tumor_stage_t" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" + "actual": "tumor_stage_t" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "copd_severity_stage", + "actual": "tumor_stage_t" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "visit_id" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "tumor_stage_t" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "treatment_modification_type", + "actual": "tumor_stage_t" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" + "actual": "tumor_stage_t" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "hyperinflation_rv_tlc_tlc_flag", + "actual": "tumor_stage_t" + } + ] + }, + "ultrasound_doppler_grade": { + "hits": 30, + "total": 30, + "misses": [] + }, + "urine_albumin_creatinine_ratio": { + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "anti_ccp_level", + "actual": "urine_albumin_creatinine_ratio" + } + ] + }, + "visit_end_date": { + "hits": 27, + "total": 30, + "misses": [ + { + "predicted": "follow_up_appointment_scheduled_flag", + "actual": "visit_end_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" + "predicted": "loss_of_response_date", + "actual": "visit_end_date" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "adverse_event_management_end_date", + "actual": "visit_end_date" + } + ] + }, + "visit_id": { + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "care_site_id", "actual": "visit_id" } ] }, "visit_start_date": { - "hits": 23, + "hits": 21, "total": 30, "misses": [ { - "predicted": "treatment_start_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { - "predicted": "visit_type", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "last_visit_date", + "actual": "visit_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" + }, + { + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -23200,52 +24359,29 @@ ] }, "visit_type": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "bmi_category", - "actual": "visit_type" - } - ] + "misses": [] }, "wbc_count": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "leeds_enthesitis_index", - "actual": "wbc_count" - }, - { - "predicted": "leeds_enthesitis_index", + "predicted": "leukemia_risk_stratification", "actual": "wbc_count" } ] }, "weight": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "discharge_medications_reported", - "actual": "weight" - }, - { - "predicted": "wbc_count", - "actual": "weight" - } - ] + "misses": [] }, "worsening_heart_failure_event_type": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "worsening_heart_failure_event_type" - } - ] + "misses": [] }, "worsening_heart_failure_episode_order": { "hits": 30, @@ -23253,11 +24389,23 @@ "misses": [] }, "worsening_heart_failure_flag": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_start_date", "actual": "worsening_heart_failure_flag" } ] @@ -23270,7 +24418,7 @@ } }, "test": { - "accuracy": 0.9205736894164194, + "accuracy": 0.9156280909990109, "stats": { "a1at_status": { "hits": 30, @@ -23278,77 +24426,93 @@ "misses": [] }, "acq_score": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "covid19_vaccination_status", + "predicted": "act_score", + "actual": "acq_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "acq_score" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "acq_score" + }, + { + "predicted": "act_score", "actual": "acq_score" } ] }, "act_score": { - "hits": 26, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "acq_score", - "actual": "act_score" - }, - { - "predicted": "covid19_test_date", - "actual": "act_score" - }, { "predicted": "anti_ccp_status", "actual": "act_score" - }, - { - "predicted": "dactylitis_severity_score", - "actual": "act_score" } ] }, "adas_cog_score": { - "hits": 28, + "hits": 26, "total": 30, "misses": [ { - "predicted": "total_cholesterol_level", + "predicted": "medication_adherence_assessment", "actual": "adas_cog_score" }, { - "predicted": "lugano_classification", + "predicted": "minicog_score", + "actual": "adas_cog_score" + }, + { + "predicted": "ecog_performance_status", + "actual": "adas_cog_score" + }, + { + "predicted": "medication_adherence_assessment", "actual": "adas_cog_score" } ] }, "admission_date": { - "hits": 24, + "hits": 22, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", + "actual": "admission_date" + }, + { + "predicted": "hospitalization_heart_failure_flag", + "actual": "admission_date" + }, + { + "predicted": "admission_source", "actual": "admission_date" }, { - "predicted": "discharge_date", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "readmission_date", "actual": "admission_date" }, { - "predicted": "discharge_date", + "predicted": "adverse_event_management_end_date", "actual": "admission_date" }, { - "predicted": "admission_id", + "predicted": "adverse_event_management_start_date", "actual": "admission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "admission_id", "actual": "admission_date" } ] @@ -23363,53 +24527,85 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "cart_manufacturing_delay_reason", "actual": "admission_reason" }, { - "predicted": "readmission_reason", + "predicted": "heart_failure_primary_cause_other", "actual": "admission_reason" }, { - "predicted": "molecular_genetic_marker_reported", + "predicted": "treatment_modification_reason", "actual": "admission_reason" }, { - "predicted": "treatment_modification_reason", + "predicted": "cart_manufacturing_delay_reason", "actual": "admission_reason" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cart_manufacturing_delay_reason", "actual": "admission_reason" } ] }, "admission_source": { - "hits": 26, + "hits": 24, "total": 30, "misses": [ { - "predicted": "admission_id", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "admission_source" }, { - "predicted": "medication_adherence_assessment", + "predicted": "admission_id", "actual": "admission_source" }, { - "predicted": "admission_date", + "predicted": "therapeutic_adherence_assessment", "actual": "admission_source" }, { "predicted": "moderate_exacerbation_count", "actual": "admission_source" + }, + { + "predicted": "drug_route", + "actual": "admission_source" + }, + { + "predicted": "adverse_event_management_type", + "actual": "admission_source" } ] }, "adverse_event_flag": { - "hits": 17, + "hits": 5, "total": 30, "misses": [ + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" @@ -23426,6 +24622,14 @@ "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, { "predicted": "adverse_event_management_end_date", "actual": "adverse_event_flag" @@ -23435,11 +24639,19 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -23451,7 +24663,15 @@ "actual": "adverse_event_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "adverse_event_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "adverse_event_flag" }, { @@ -23465,28 +24685,21 @@ ] }, "adverse_event_management_end_date": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "procedure_date", + "actual": "adverse_event_management_end_date" + } + ] }, "adverse_event_management_start_date": { - "hits": 26, + "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" - }, - { - "predicted": "adverse_event_management_type", - "actual": "adverse_event_management_start_date" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "adverse_event_management_start_date" - }, - { - "predicted": "adverse_event_management_end_date", + "predicted": "allergy_severity", "actual": "adverse_event_management_start_date" } ] @@ -23526,11 +24739,11 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" }, { - "predicted": "allergy_reaction_type", + "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, { @@ -23546,7 +24759,7 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_management_end_date", "actual": "adverse_event_type" }, { @@ -23554,7 +24767,7 @@ "actual": "adverse_event_type" }, { - "predicted": "therapeutic_adherence_assessment", + "predicted": "adverse_event_management_type", "actual": "adverse_event_type" }, { @@ -23602,32 +24815,61 @@ "actual": "adverse_event_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "allergy_reaction_type", "actual": "adverse_event_type" } ] }, "age": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "birth_date", + "actual": "age" + } + ] }, "alcohol_status": { "hits": 29, "total": 30, "misses": [ { - "predicted": "serum_calcium_level", + "predicted": "heart_failure_etiology", "actual": "alcohol_status" } ] }, "allergy_reaction_type": { - "hits": 28, + "hits": 22, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", + "actual": "allergy_reaction_type" + }, + { + "predicted": "allergy_severity", "actual": "allergy_reaction_type" }, { @@ -23641,98 +24883,136 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "covid19_severity", "actual": "allergy_severity" } ] }, "ami_event_date": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", + "actual": "ami_event_date" + }, + { + "predicted": "cart_manufacturing_completion_date", "actual": "ami_event_date" } ] }, "ana_result_status": { - "hits": 27, + "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "ana_result_status" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "ana_result_status" - }, - { - "predicted": "covid19_test_result", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "ana_result_status" } ] }, "anesthesia_type": { + "hits": 30, + "total": 30, + "misses": [] + }, + "animal_verbal_fluency_score": { + "hits": 30, + "total": 30, + "misses": [] + }, + "ann_arbor_stage": { "hits": 27, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "copd_severity_stage", + "actual": "ann_arbor_stage" }, { - "predicted": "adverse_event_management_type", - "actual": "anesthesia_type" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "ann_arbor_stage" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "anesthesia_type" + "predicted": "fact_lym_physical_score", + "actual": "ann_arbor_stage" } ] }, - "animal_verbal_fluency_score": { + "anti_ccp_level": { "hits": 30, "total": 30, "misses": [] }, - "ann_arbor_stage": { - "hits": 28, + "anti_ccp_status": { + "hits": 12, "total": 30, "misses": [ { - "predicted": "copd_severity_stage", - "actual": "ann_arbor_stage" + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, + { + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" }, { - "predicted": "allergy_severity", - "actual": "ann_arbor_stage" - } - ] - }, - "anti_ccp_level": { - "hits": 27, - "total": 30, - "misses": [ + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, { - "predicted": "dlco_percent_predicted", - "actual": "anti_ccp_level" + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" }, { - "predicted": "anti_ccp_status", - "actual": "anti_ccp_level" + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" }, { - "predicted": "anti_ccp_status", - "actual": "anti_ccp_level" - } - ] - }, - "anti_ccp_status": { - "hits": 28, - "total": 30, - "misses": [ + "predicted": "anti_ccp_level", + "actual": "anti_ccp_status" + }, { "predicted": "anti_ccp_level", "actual": "anti_ccp_status" @@ -23744,7 +25024,7 @@ ] }, "anxiety_depression_flag": { - "hits": 27, + "hits": 25, "total": 30, "misses": [ { @@ -23752,7 +25032,15 @@ "actual": "anxiety_depression_flag" }, { - "predicted": "imaging_extramedullary_involvement_sites_reported", + "predicted": "asdas_score", + "actual": "anxiety_depression_flag" + }, + { + "predicted": "ana_result_status", + "actual": "anxiety_depression_flag" + }, + { + "predicted": "ana_result_status", "actual": "anxiety_depression_flag" }, { @@ -23762,17 +25050,12 @@ ] }, "asa_physical_status": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "dlco_percent_predicted", - "actual": "asa_physical_status" - } - ] + "misses": [] }, "asdas_score": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { @@ -23780,63 +25063,62 @@ "actual": "asdas_score" }, { - "predicted": "troponin_level", - "actual": "asdas_score" - }, - { - "predicted": "disease_activity_score_das28", + "predicted": "asa_physical_status", "actual": "asdas_score" } ] }, "asthma_flag": { - "hits": 23, + "hits": 20, "total": 30, "misses": [ { - "predicted": "asdas_score", + "predicted": "bone_marrow_plasma_cell_percent", "actual": "asthma_flag" }, { - "predicted": "asdas_score", + "predicted": "bone_marrow_plasma_cell_percent", "actual": "asthma_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", + "predicted": "asa_physical_status", "actual": "asthma_flag" }, { - "predicted": "asdas_score", + "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "asthma_flag" }, { - "predicted": "postoperative_delirium_history_flag", + "predicted": "asa_physical_status", "actual": "asthma_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", + "predicted": "allergy_severity", "actual": "asthma_flag" }, { - "predicted": "tumor_stage_m", + "predicted": "act_score", "actual": "asthma_flag" - } - ] - }, - "atrial_fibrillation_flag": { - "hits": 28, - "total": 30, - "misses": [ + }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "atrial_fibrillation_flag" + "predicted": "bone_marrow_plasma_cell_percent", + "actual": "asthma_flag" }, { - "predicted": "cart_manufacturing_completion_date", - "actual": "atrial_fibrillation_flag" + "predicted": "acq_score", + "actual": "asthma_flag" + }, + { + "predicted": "asa_physical_status", + "actual": "asthma_flag" } ] }, + "atrial_fibrillation_flag": { + "hits": 30, + "total": 30, + "misses": [] + }, "autoimmune_condition_reported": { "hits": 29, "total": 30, @@ -23848,21 +25130,13 @@ ] }, "basdai_score": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { "predicted": "disease_activity_score_das28", "actual": "basdai_score" }, - { - "predicted": "disease_activity_score_das28", - "actual": "basdai_score" - }, - { - "predicted": "basfi_score", - "actual": "basdai_score" - }, { "predicted": "asdas_score", "actual": "basdai_score" @@ -23870,9 +25144,14 @@ ] }, "basfi_score": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "basdai_score", + "actual": "basfi_score" + } + ] }, "benzodiazepine_use_flag": { "hits": 30, @@ -23880,17 +25159,13 @@ "misses": [] }, "best_response_date": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { "predicted": "loss_of_response_date", "actual": "best_response_date" }, - { - "predicted": "loss_of_response_date", - "actual": "best_response_date" - }, { "predicted": "loss_of_response_date", "actual": "best_response_date" @@ -23903,44 +25178,41 @@ "misses": [] }, "biopsy_results_note": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "biopsy_type", - "actual": "biopsy_results_note" - }, - { - "predicted": "time_from_diagnosis_to_biologic", + "predicted": "cart_manufacturing_completion_date", "actual": "biopsy_results_note" } ] }, "biopsy_type": { - "hits": 30, - "total": 30, - "misses": [] - }, - "birth_date": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { - "predicted": "covid19_test_date", - "actual": "birth_date" + "predicted": "biopsy_results_note", + "actual": "biopsy_type" }, { - "predicted": "adverse_event_management_end_date", - "actual": "birth_date" - }, + "predicted": "biopsy_results_note", + "actual": "biopsy_type" + } + ] + }, + "birth_date": { + "hits": 29, + "total": 30, + "misses": [ { - "predicted": "discharge_date", + "predicted": "adverse_event_management_start_date", "actual": "birth_date" } ] }, "bmi": { - "hits": 24, + "hits": 20, "total": 30, "misses": [ { @@ -23948,7 +25220,23 @@ "actual": "bmi" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "bmi_category", + "actual": "bmi" + }, + { + "predicted": "bmi_category", "actual": "bmi" }, { @@ -23970,16 +25258,29 @@ ] }, "bmi_category": { - "hits": 30, + "hits": 27, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi_category" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "bmi_category" + }, + { + "predicted": "anti_ccp_level", + "actual": "bmi_category" + } + ] }, "bone_marrow_involvement_flag": { "hits": 29, "total": 30, "misses": [ { - "predicted": "weight", + "predicted": "rv_percent_predicted", "actual": "bone_marrow_involvement_flag" } ] @@ -23990,17 +25291,12 @@ "misses": [] }, "breast_cancer_flag": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "breast_cancer_flag" - } - ] + "misses": [] }, "bronchiectasis_flag": { - "hits": 26, + "hits": 25, "total": 30, "misses": [ { @@ -24015,6 +25311,10 @@ "predicted": "chronic_bronchitis_flag", "actual": "bronchiectasis_flag" }, + { + "predicted": "chronic_bronchitis_flag", + "actual": "bronchiectasis_flag" + }, { "predicted": "chronic_bronchitis_flag", "actual": "bronchiectasis_flag" @@ -24022,19 +25322,15 @@ ] }, "cancer_history_flag": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { - "predicted": "past_surgical_history_reported", - "actual": "cancer_history_flag" - }, - { - "predicted": "past_surgical_history_reported", + "predicted": "prior_corticosteroids_count", "actual": "cancer_history_flag" }, { - "predicted": "tumor_stage_t", + "predicted": "tumor_stage_m", "actual": "cancer_history_flag" } ] @@ -24044,19 +25340,19 @@ "total": 30, "misses": [ { - "predicted": "follow_up_appointment_scheduled_flag", + "predicted": "procedure_code", "actual": "care_site_id" }, { - "predicted": "imaging_progressive_disease_sites_reported", + "predicted": "nyha_class", "actual": "care_site_id" }, { - "predicted": "crs_grade", + "predicted": "note_type", "actual": "care_site_id" }, { - "predicted": "wbc_count", + "predicted": "note_type", "actual": "care_site_id" } ] @@ -24070,7 +25366,7 @@ "actual": "cardiovascular_disease_flag" }, { - "predicted": "weight", + "predicted": "pain_vas", "actual": "cardiovascular_disease_flag" }, { @@ -24089,35 +25385,14 @@ "misses": [] }, "cart_manufacturing_delay_reason": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "cart_target_antigen", - "actual": "cart_manufacturing_delay_reason" - } - ] + "misses": [] }, "cart_manufacturing_start_date": { - "hits": 24, + "hits": 28, "total": 30, - "misses": [ - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, - { - "predicted": "cart_manufacturing_completion_date", - "actual": "cart_manufacturing_start_date" - }, + "misses": [ { "predicted": "cart_manufacturing_completion_date", "actual": "cart_manufacturing_start_date" @@ -24134,79 +25409,61 @@ "misses": [] }, "cat_score": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "eortc_qlq_c30_emotional_score", + "actual": "cat_score" + } + ] }, "cause_of_death_code": { - "hits": 25, + "hits": 28, "total": 30, "misses": [ { - "predicted": "diagnosis_code", - "actual": "cause_of_death_code" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "cause_of_death_code" - }, - { - "predicted": "diagnosis_code", - "actual": "cause_of_death_code" - }, - { - "predicted": "heart_failure_primary_cause", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "cause_of_death_code" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "discontinuation_reason", "actual": "cause_of_death_code" } ] }, "cdr_score": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "clinical_response", - "actual": "cdr_score" - } - ] + "misses": [] }, "charlson_comorbidity_index": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "ischemic_heart_disease_flag", + "predicted": "heart_failure_type", "actual": "charlson_comorbidity_index" }, { "predicted": "comorbidities_reported", "actual": "charlson_comorbidity_index" + }, + { + "predicted": "anti_ccp_level", + "actual": "charlson_comorbidity_index" } ] }, "chronic_bronchitis_flag": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "rso2_baseline_percent", - "actual": "chronic_bronchitis_flag" - } - ] + "misses": [] }, "chronic_kidney_disease_flag": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "dlco_percent_predicted", - "actual": "chronic_kidney_disease_flag" - } - ] + "misses": [] }, "ck_mb_level": { "hits": 30, @@ -24214,9 +25471,18 @@ "misses": [] }, "clinical_response": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "respiratory_insufficiency_type", + "actual": "clinical_response" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "clinical_response" + } + ] }, "cns_risk_stratification_category": { "hits": 30, @@ -24234,28 +25500,49 @@ "misses": [] }, "concomitant_csdmard_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "prior_dmards_count", + "actual": "concomitant_csdmard_flag" + } + ] }, "condition_status": { "hits": 28, "total": 30, "misses": [ { - "predicted": "imaging_progressive_disease_sites_reported", + "predicted": "a1at_status", "actual": "condition_status" }, { - "predicted": "therapeutic_class", + "predicted": "anesthesia_type", "actual": "condition_status" } ] }, "copd_flag": { - "hits": 24, + "hits": 14, "total": 30, "misses": [ + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "dlco_percent_predicted", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" @@ -24264,18 +25551,42 @@ "predicted": "copd_severity_stage", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "dlco_percent_predicted", "actual": "copd_flag" }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, + { + "predicted": "copd_severity_stage", + "actual": "copd_flag" + }, { "predicted": "copd_severity_stage", "actual": "copd_flag" @@ -24283,7 +25594,7 @@ ] }, "copd_severity_stage": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { @@ -24293,10 +25604,6 @@ { "predicted": "gold_group", "actual": "copd_severity_stage" - }, - { - "predicted": "copd_flag", - "actual": "copd_severity_stage" } ] }, @@ -24315,43 +25622,59 @@ ] }, "covid19_test_date": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "prior_corticosteroids_count", + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, + { + "predicted": "covid19_vaccination_date", + "actual": "covid19_test_date" + }, + { + "predicted": "covid19_vaccination_date", "actual": "covid19_test_date" } ] }, "covid19_test_result": { - "hits": 30, - "total": 30, - "misses": [] - }, - "covid19_vaccination_date": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "covid19_vaccination_status", - "actual": "covid19_vaccination_date" + "predicted": "respiratory_rate", + "actual": "covid19_test_result" + }, + { + "predicted": "covid19_test_date", + "actual": "covid19_test_result" + }, + { + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "covid19_test_result" + }, + { + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "covid19_test_result" } ] }, + "covid19_vaccination_date": { + "hits": 30, + "total": 30, + "misses": [] + }, "covid19_vaccination_status": { "hits": 30, "total": 30, "misses": [] }, "cpet_assessment": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "tlc_percent_predicted", - "actual": "cpet_assessment" - }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "cpet_assessment" @@ -24359,38 +25682,17 @@ ] }, "crab_features_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "hepatitis_c_status", - "actual": "crab_features_reported" - } - ] + "misses": [] }, "creatinine_level": { - "hits": 25, + "hits": 29, "total": 30, "misses": [ { "predicted": "crp_level", "actual": "creatinine_level" - }, - { - "predicted": "crp_level", - "actual": "creatinine_level" - }, - { - "predicted": "crp_level", - "actual": "creatinine_level" - }, - { - "predicted": "crp_level", - "actual": "creatinine_level" - }, - { - "predicted": "crs_grade", - "actual": "creatinine_level" } ] }, @@ -24400,15 +25702,23 @@ "misses": [] }, "crs_grade": { - "hits": 28, + "hits": 26, "total": 30, "misses": [ { - "predicted": "copd_severity_stage", + "predicted": "admission_source", "actual": "crs_grade" }, { - "predicted": "copd_severity_stage", + "predicted": "crp_level", + "actual": "crs_grade" + }, + { + "predicted": "serum_free_light_chain_level", + "actual": "crs_grade" + }, + { + "predicted": "serum_free_light_chain_level", "actual": "crs_grade" } ] @@ -24418,7 +25728,7 @@ "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "covid19_test_result", "actual": "cytogenetics_result" } ] @@ -24428,7 +25738,7 @@ "total": 30, "misses": [ { - "predicted": "copd_severity_stage", + "predicted": "allergy_severity", "actual": "dactylitis_severity_score" } ] @@ -24444,15 +25754,19 @@ ] }, "death_date": { - "hits": 26, + "hits": 23, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "cause_of_death_code", "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "covid19_vaccination_date", + "actual": "death_date" + }, + { + "predicted": "eortc_qlq_c30_pain_score", "actual": "death_date" }, { @@ -24460,13 +25774,21 @@ "actual": "death_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "loss_of_response_date", + "actual": "death_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "death_date" + }, + { + "predicted": "eortc_qlq_c30_pain_score", "actual": "death_date" } ] }, "death_flag": { - "hits": 15, + "hits": 12, "total": 30, "misses": [ { @@ -24474,31 +25796,43 @@ "actual": "death_flag" }, { - "predicted": "prior_corticosteroids_count", + "predicted": "cause_of_death_code", + "actual": "death_flag" + }, + { + "predicted": "cause_of_death_code", + "actual": "death_flag" + }, + { + "predicted": "cause_of_death_code", + "actual": "death_flag" + }, + { + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "hsct_details_note", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { @@ -24506,116 +25840,153 @@ "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "cause_of_death_code", "actual": "death_flag" }, { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "mortality_30day_flag", "actual": "death_flag" }, { - "predicted": "mortality_30day_flag", + "predicted": "cause_of_death_code", "actual": "death_flag" } ] }, "dementia_flag": { - "hits": 19, + "hits": 27, "total": 30, "misses": [ { - "predicted": "cdr_score", + "predicted": "cart_manufacturing_delay_reason", "actual": "dementia_flag" }, { - "predicted": "prior_dmards_count", + "predicted": "cdr_score", "actual": "dementia_flag" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "cdr_score", "actual": "dementia_flag" + } + ] + }, + "diabetes_flag": { + "hits": 28, + "total": 30, + "misses": [ + { + "predicted": "dementia_flag", + "actual": "diabetes_flag" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "actual": "diabetes_flag" + } + ] + }, + "diagnosis_code": { + "hits": 18, + "total": 30, + "misses": [ + { + "predicted": "global_disease_vas_physician", + "actual": "diagnosis_code" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "dactylitis_severity_score", + "actual": "diagnosis_code" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "diagnosis_date", + "actual": "diagnosis_code" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "bmi_category", + "actual": "diagnosis_code" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "dementia_flag" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "diagnosis_code" }, { - "predicted": "cdr_score", - "actual": "dementia_flag" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "diagnosis_code" }, { - "predicted": "prior_dmards_count", - "actual": "dementia_flag" - } - ] - }, - "diabetes_flag": { - "hits": 29, - "total": 30, - "misses": [ + "predicted": "concomitant_csdmard_flag", + "actual": "diagnosis_code" + }, { - "predicted": "haq_di_score", - "actual": "diabetes_flag" + "predicted": "eortc_qlq_c30_physical_score", + "actual": "diagnosis_code" + }, + { + "predicted": "initial_diagnostic_method", + "actual": "diagnosis_code" + }, + { + "predicted": "cns_risk_stratification_category", + "actual": "diagnosis_code" + }, + { + "predicted": "disease_activity_score_das28", + "actual": "diagnosis_code" } ] }, - "diagnosis_code": { + "diagnosis_date": { "hits": 29, "total": 30, "misses": [ { - "predicted": "dlco_percent_predicted", - "actual": "diagnosis_code" + "predicted": "adverse_event_management_start_date", + "actual": "diagnosis_date" } ] }, - "diagnosis_date": { - "hits": 30, - "total": 30, - "misses": [] - }, "diastolic_bp": { - "hits": 28, + "hits": 24, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "prescription_days_supply", "actual": "diastolic_bp" }, { - "predicted": "pasdas_score", + "predicted": "copd_severity_stage", + "actual": "diastolic_bp" + }, + { + "predicted": "mmse_score", + "actual": "diastolic_bp" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "diastolic_bp" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "diastolic_bp" + }, + { + "predicted": "prescription_days_supply", "actual": "diastolic_bp" } ] @@ -24634,133 +26005,161 @@ "actual": "discontinuation_reason" }, { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "cart_manufacturing_delay_reason", "actual": "discontinuation_reason" } ] }, "discharge_date": { - "hits": 27, + "hits": 22, "total": 30, "misses": [ + { + "predicted": "adverse_event_management_end_date", + "actual": "discharge_date" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "discharge_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "global_disease_vas_patient", "actual": "discharge_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", + "actual": "discharge_date" + }, + { + "predicted": "treatment_modification_date", + "actual": "discharge_date" + }, + { + "predicted": "treatment_modification_date", + "actual": "discharge_date" + }, + { + "predicted": "treatment_modification_date", + "actual": "discharge_date" + }, + { + "predicted": "treatment_modification_date", "actual": "discharge_date" } ] }, "discharge_destination": { + "hits": 30, + "total": 30, + "misses": [] + }, + "discharge_medications_reported": { "hits": 29, "total": 30, "misses": [ { "predicted": "discharge_date", - "actual": "discharge_destination" + "actual": "discharge_medications_reported" } ] }, - "discharge_medications_reported": { + "dlco_percent_predicted": { "hits": 29, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "discharge_medications_reported" + "predicted": "chronic_kidney_disease_flag", + "actual": "dlco_percent_predicted" } ] }, - "dlco_percent_predicted": { - "hits": 30, - "total": 30, - "misses": [] - }, "drug_administration_frequency": { "hits": 30, "total": 30, "misses": [] }, "drug_dose": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { - "predicted": "covid19_vaccination_date", - "actual": "drug_dose" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "therapeutic_class", "actual": "drug_dose" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "radiation_total_dose", "actual": "drug_dose" }, { - "predicted": "radiation_total_dose", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "drug_dose" } ] }, "drug_name": { - "hits": 22, + "hits": 18, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "drug_regimen_name", "actual": "drug_name" }, { - "predicted": "procedure_code", + "predicted": "discharge_medications_reported", "actual": "drug_name" }, { - "predicted": "tumor_stage_n", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "drug_name" }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "drug_name" }, + { + "predicted": "molecular_genetic_marker_reported", + "actual": "drug_name" + }, { "predicted": "discharge_medications_reported", "actual": "drug_name" }, { - "predicted": "therapeutic_class", + "predicted": "drug_regimen_name", "actual": "drug_name" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "discharge_medications_reported", "actual": "drug_name" }, { - "predicted": "measurement_lower_limit", + "predicted": "sex", + "actual": "drug_name" + }, + { + "predicted": "synovial_fluid_analysis_reported", + "actual": "drug_name" + }, + { + "predicted": "drug_regimen_name", + "actual": "drug_name" + }, + { + "predicted": "discharge_medications_reported", "actual": "drug_name" } ] }, "drug_regimen_name": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { - "predicted": "medication_adherence_assessment", - "actual": "drug_regimen_name" - }, - { - "predicted": "therapeutic_class", + "predicted": "treatment_switch_count", "actual": "drug_regimen_name" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "esr_level", "actual": "drug_regimen_name" } ] @@ -24781,47 +26180,30 @@ "misses": [] }, "education_years": { - "hits": 29, + "hits": 28, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "esr_level", + "actual": "education_years" + }, + { + "predicted": "ana_result_status", "actual": "education_years" } ] }, "egfr_level": { - "hits": 26, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "leeds_enthesitis_index", - "actual": "egfr_level" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "egfr_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "egfr_level" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "egfr_level" - } - ] + "misses": [] }, "emphysema_flag": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "imaging_lymphoma_involvement_flag", - "actual": "emphysema_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "emphysema_flag" } ] @@ -24836,15 +26218,24 @@ "total": 30, "misses": [ { - "predicted": "eosinophilic_inflammation_v2_flag", + "predicted": "eosinophil_category", "actual": "eosinophilic_inflammation_v1_flag" } ] }, "eosinophilic_inflammation_v2_flag": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "eosinophilic_inflammation_v1_flag", + "actual": "eosinophilic_inflammation_v2_flag" + }, + { + "predicted": "egfr_level", + "actual": "eosinophilic_inflammation_v2_flag" + } + ] }, "eortc_qlq_c30_emotional_score": { "hits": 30, @@ -24865,7 +26256,7 @@ "actual": "eortc_qlq_c30_global_health_score" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "eortc_qlq_c30_role_score", "actual": "eortc_qlq_c30_global_health_score" } ] @@ -24881,100 +26272,64 @@ "misses": [] }, "eortc_qlq_c30_physical_score": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_physical_score" - }, - { - "predicted": "eortc_qlq_c30_pain_score", + "predicted": "eortc_qlq_c30_role_score", "actual": "eortc_qlq_c30_physical_score" } ] }, "eortc_qlq_c30_role_score": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eortc_qlq_c30_role_score" - }, - { - "predicted": "eortc_qlq_c30_emotional_score", + "predicted": "eortc_qlq_c30_pain_score", "actual": "eortc_qlq_c30_role_score" } ] }, "eq5d_score": { - "hits": 20, + "hits": 29, "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_global_health_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "visit_end_date", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "eq5d_score" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "esr_level", "actual": "eq5d_score" } ] }, "er_status": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "frequent_readmissions_flag", + "actual": "er_status" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "er_status" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "er_status" + }, + { + "predicted": "eortc_qlq_c30_role_score", "actual": "er_status" } ] }, "erosion_score": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { "predicted": "esr_level", "actual": "erosion_score" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "erosion_score" } ] }, @@ -24989,18 +26344,9 @@ "misses": [] }, "exertional_desaturation_flag": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_end_date", - "actual": "exertional_desaturation_flag" - }, - { - "predicted": "egfr_level", - "actual": "exertional_desaturation_flag" - } - ] + "misses": [] }, "extranodal_sites_reported": { "hits": 30, @@ -25008,19 +26354,15 @@ "misses": [] }, "extra_articular_manifestation_flag": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "extra_articular_manifestation_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "extra_articular_manifestation_reported", "actual": "extra_articular_manifestation_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "asthma_flag", "actual": "extra_articular_manifestation_flag" }, { @@ -25030,25 +26372,13 @@ ] }, "extra_articular_manifestation_reported": { - "hits": 21, + "hits": 24, "total": 30, "misses": [ { "predicted": "imaging_joint_space_narrowing_grade", "actual": "extra_articular_manifestation_reported" }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "extra_articular_manifestation_reported" - }, - { - "predicted": "extra_articular_manifestation_flag", - "actual": "extra_articular_manifestation_reported" - }, - { - "predicted": "extra_articular_manifestation_flag", - "actual": "extra_articular_manifestation_reported" - }, { "predicted": "extra_articular_manifestation_flag", "actual": "extra_articular_manifestation_reported" @@ -25066,54 +26396,29 @@ "actual": "extra_articular_manifestation_reported" }, { - "predicted": "extra_articular_manifestation_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "extra_articular_manifestation_reported" } ] }, "fact_lym_emotional_score": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { - "predicted": "fact_lym_physical_score", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_emotional_score" }, { "predicted": "fact_lym_physical_score", "actual": "fact_lym_emotional_score" - }, - { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "fact_lym_emotional_score" - }, - { - "predicted": "eortc_qlq_c30_emotional_score", - "actual": "fact_lym_emotional_score" } ] }, "fact_lym_lymphoma_subscale_score": { - "hits": 26, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" - }, - { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" - }, - { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" - }, - { - "predicted": "fact_lym_physical_score", - "actual": "fact_lym_lymphoma_subscale_score" - } - ] + "misses": [] }, "fact_lym_physical_score": { "hits": 30, @@ -25121,66 +26426,104 @@ "misses": [] }, "fact_lym_total_score": { - "hits": 27, + "hits": 11, "total": 30, "misses": [ { - "predicted": "fact_lym_physical_score", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", + "predicted": "fact_lym_lymphoma_subscale_score", "actual": "fact_lym_total_score" - } - ] - }, - "family_history_reported": { - "hits": 27, - "total": 30, - "misses": [ + }, { - "predicted": "past_surgical_history_reported", - "actual": "family_history_reported" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "family_history_reported" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "fact_lym_physical_score", - "actual": "family_history_reported" - } - ] - }, - "fasting_glucose_level": { - "hits": 27, - "total": 30, - "misses": [ + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, { - "predicted": "random_glucose_level", - "actual": "fasting_glucose_level" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "random_glucose_level", - "actual": "fasting_glucose_level" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" }, { - "predicted": "random_glucose_level", - "actual": "fasting_glucose_level" + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" + }, + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "fact_lym_total_score" } ] }, + "family_history_reported": { + "hits": 30, + "total": 30, + "misses": [] + }, + "fasting_glucose_level": { + "hits": 30, + "total": 30, + "misses": [] + }, "feno_above_threshold_flag": { "hits": 30, "total": 30, "misses": [] }, "feno_level": { - "hits": 21, + "hits": 22, "total": 30, "misses": [ { @@ -25200,11 +26543,7 @@ "actual": "feno_level" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "feno_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "feno_above_threshold_flag", "actual": "feno_level" }, { @@ -25212,7 +26551,7 @@ "actual": "feno_level" }, { - "predicted": "fact_lym_physical_score", + "predicted": "feno_above_threshold_flag", "actual": "feno_level" }, { @@ -25222,14 +26561,28 @@ ] }, "ferritin_level": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "tumor_stage_n", + "actual": "ferritin_level" + } + ] }, "fev1_gold_stage": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "gold_group", + "actual": "fev1_gold_stage" + }, + { + "predicted": "fev1_percent_predicted", + "actual": "fev1_gold_stage" + } + ] }, "fev1_percent_predicted": { "hits": 30, @@ -25237,21 +26590,9 @@ "misses": [] }, "follow_up_appointment_scheduled_flag": { - "hits": 25, + "hits": 28, "total": 30, "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "lost_followup_flag", - "actual": "follow_up_appointment_scheduled_flag" - }, - { - "predicted": "substance_use_history_reported", - "actual": "follow_up_appointment_scheduled_flag" - }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "follow_up_appointment_scheduled_flag" @@ -25263,50 +26604,61 @@ ] }, "follow_up_specialty": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "follow_up_specialty" - } - ] + "misses": [] }, "frailty_status": { - "hits": 25, + "hits": 30, + "total": 30, + "misses": [] + }, + "frequent_exacerbator_flag": { + "hits": 20, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { - "predicted": "adverse_event_management_type", - "actual": "frailty_status" + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" + }, + { + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" + }, + { + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" + }, + { + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" + }, + { + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" }, { "predicted": "imaging_joint_space_narrowing_grade", - "actual": "frailty_status" + "actual": "frequent_exacerbator_flag" + }, + { + "predicted": "severe_exacerbation_count", + "actual": "frequent_exacerbator_flag" } ] }, - "frequent_exacerbator_flag": { - "hits": 30, - "total": 30, - "misses": [] - }, "frequent_readmissions_flag": { "hits": 29, "total": 30, @@ -25318,11 +26670,19 @@ ] }, "functional_status": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "follow_up_appointment_scheduled_flag", + "predicted": "dlco_percent_predicted", + "actual": "functional_status" + }, + { + "predicted": "eortc_qlq_c30_role_score", + "actual": "functional_status" + }, + { + "predicted": "eortc_qlq_c30_role_score", "actual": "functional_status" } ] @@ -25332,49 +26692,21 @@ "total": 30, "misses": [ { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "cardiovascular_disease_flag", "actual": "fvc_percent_predicted" } ] }, "gerd_flag": { - "hits": 21, + "hits": 28, "total": 30, "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" - }, { "predicted": "egfr_level", "actual": "gerd_flag" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_management_end_date", - "actual": "gerd_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", + "predicted": "fvc_percent_predicted", "actual": "gerd_flag" } ] @@ -25408,37 +26740,33 @@ "misses": [] }, "hamd_score": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "hdl_cholesterol_level", - "actual": "hamd_score" - } - ] + "misses": [] }, "haq_di_score": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { - "predicted": "global_disease_vas_patient", - "actual": "haq_di_score" - }, - { - "predicted": "discharge_date", + "predicted": "prescription_dispense_date", "actual": "haq_di_score" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "eortc_qlq_c30_role_score", "actual": "haq_di_score" } ] }, "hba1c_level": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "random_glucose_level", + "actual": "hba1c_level" + } + ] }, "hdl_cholesterol_level": { "hits": 30, @@ -25446,12 +26774,17 @@ "misses": [] }, "heart_failure_etiology": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "admission_source", + "actual": "heart_failure_etiology" + } + ] }, "heart_failure_event_type": { - "hits": 19, + "hits": 12, "total": 30, "misses": [ { @@ -25495,57 +26828,77 @@ "actual": "heart_failure_event_type" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_event_type" + }, + { + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_event_type" } ] }, "heart_failure_flag": { - "hits": 8, + "hits": 10, "total": 30, "misses": [ { - "predicted": "diagnosis_code", - "actual": "heart_failure_flag" - }, - { - "predicted": "ldh_level_category", - "actual": "heart_failure_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "cardiovascular_disease_flag", + "predicted": "diagnosis_code", "actual": "heart_failure_flag" }, { - "predicted": "exercise_intolerance_6mwt_flag", + "predicted": "ldh_level_category", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hyperinflation_rv_tlc_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "exercise_intolerance_6mwt_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_flag" }, { @@ -25557,15 +26910,15 @@ "actual": "heart_failure_flag" }, { - "predicted": "past_surgical_history_reported", + "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { @@ -25573,29 +26926,29 @@ "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "extra_articular_manifestation_flag", "actual": "heart_failure_flag" }, { - "predicted": "heart_failure_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_flag", + "predicted": "hospitalization_heart_failure_flag", "actual": "heart_failure_flag" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "worsening_heart_failure_flag", "actual": "heart_failure_flag" } ] }, "heart_failure_primary_cause": { - "hits": 22, + "hits": 15, "total": 30, "misses": [ { @@ -25627,18 +26980,55 @@ "actual": "heart_failure_primary_cause" }, { - "predicted": "serum_calcium_level", + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", + "actual": "heart_failure_primary_cause" + }, + { + "predicted": "heart_failure_primary_cause_other", "actual": "heart_failure_primary_cause" } ] }, "heart_failure_primary_cause_other": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "follow_up_specialty", + "actual": "heart_failure_primary_cause_other" + }, + { + "predicted": "follow_up_specialty", + "actual": "heart_failure_primary_cause_other" + } + ] }, "heart_failure_type": { - "hits": 22, + "hits": 16, "total": 30, "misses": [ { @@ -25650,11 +27040,11 @@ "actual": "heart_failure_type" }, { - "predicted": "worsening_heart_failure_event_type", + "predicted": "heart_failure_event_type", "actual": "heart_failure_type" }, { - "predicted": "biopsy_type", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" }, { @@ -25670,100 +27060,80 @@ "actual": "heart_failure_type" }, { - "predicted": "bmi_category", + "predicted": "worsening_heart_failure_event_type", "actual": "heart_failure_type" - } - ] - }, - "heart_rate": { - "hits": 23, - "total": 30, - "misses": [ - { - "predicted": "drug_administration_frequency", - "actual": "heart_rate" }, { - "predicted": "heart_failure_type", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "worsening_heart_failure_episode_order", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "hepatitis_c_status", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "hdl_cholesterol_level", - "actual": "heart_rate" + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" }, { - "predicted": "cardiovascular_disease_flag", + "predicted": "worsening_heart_failure_event_type", + "actual": "heart_failure_type" + } + ] + }, + "heart_rate": { + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "drug_administration_frequency", "actual": "heart_rate" } ] }, "height": { - "hits": 23, + "hits": 28, "total": 30, "misses": [ { - "predicted": "procedure_code", - "actual": "height" - }, - { - "predicted": "esr_level", - "actual": "height" - }, - { - "predicted": "hepatitis_c_status", - "actual": "height" - }, - { - "predicted": "hemoglobin_level", - "actual": "height" - }, - { - "predicted": "hepatitis_c_status", - "actual": "height" - }, - { - "predicted": "past_surgical_history_reported", + "predicted": "bone_marrow_plasma_cell_percent", "actual": "height" }, { - "predicted": "hemoglobin_level", + "predicted": "eortc_qlq_c30_global_health_score", "actual": "height" } ] }, "hemoglobin_level": { - "hits": 30, - "total": 30, - "misses": [] - }, - "hepatitis_b_status": { "hits": 28, "total": 30, "misses": [ { - "predicted": "hepatitis_c_status", - "actual": "hepatitis_b_status" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" }, { - "predicted": "hepatitis_c_status", - "actual": "hepatitis_b_status" + "predicted": "hba1c_level", + "actual": "hemoglobin_level" } ] }, + "hepatitis_b_status": { + "hits": 30, + "total": 30, + "misses": [] + }, "hepatitis_c_status": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { @@ -25771,58 +27141,39 @@ "actual": "hepatitis_c_status" }, { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "diagnosis_date", + "actual": "hepatitis_c_status" + }, + { + "predicted": "copd_severity_stage", "actual": "hepatitis_c_status" } ] }, "her2_status": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "cancer_history_flag", + "actual": "her2_status" + } + ] }, "hiv_status": { - "hits": 20, + "hits": 27, "total": 30, "misses": [ { - "predicted": "hpylori_status", - "actual": "hiv_status" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "hiv_status" - }, - { - "predicted": "hba1c_level", - "actual": "hiv_status" - }, - { - "predicted": "fev1_percent_predicted", - "actual": "hiv_status" - }, - { - "predicted": "hemoglobin_level", - "actual": "hiv_status" - }, - { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" - }, - { - "predicted": "hepatitis_c_status", - "actual": "hiv_status" - }, - { - "predicted": "exercise_intolerance_6mwt_flag", + "predicted": "condition_status", "actual": "hiv_status" }, { - "predicted": "leeds_enthesitis_index", + "predicted": "a1at_status", "actual": "hiv_status" }, { - "predicted": "asdas_score", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "hiv_status" } ] @@ -25833,32 +27184,14 @@ "misses": [] }, "hospitalization_heart_failure_flag": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "hospitalization_heart_failure_flag" - }, - { - "predicted": "leeds_enthesitis_index", - "actual": "hospitalization_heart_failure_flag" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "hospitalization_heart_failure_flag" - } - ] + "misses": [] }, "hpylori_status": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "weight", - "actual": "hpylori_status" - } - ] + "misses": [] }, "hsct_details_note": { "hits": 30, @@ -25866,25 +27199,29 @@ "misses": [] }, "hypertension_flag": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "hyperinflation_rv_tlc_flag", "actual": "hypertension_flag" }, { - "predicted": "hyperinflation_rv_tlc_flag", + "predicted": "esr_level", "actual": "hypertension_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "feno_above_threshold_flag", + "actual": "hypertension_flag" + }, + { + "predicted": "hyperinflation_rv_tlc_flag", "actual": "hypertension_flag" } ] }, "hyperinflation_rv_tlc_flag": { - "hits": 1, + "hits": 3, "total": 30, "misses": [ { @@ -25991,14 +27328,6 @@ "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "hyperinflation_rv_tlc_flag" }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "hyperinflation_rv_tlc_flag" - }, { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "hyperinflation_rv_tlc_flag" @@ -26011,15 +27340,11 @@ "misses": [] }, "icans_grade": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "copd_severity_stage", - "actual": "icans_grade" - }, - { - "predicted": "covid19_severity", + "predicted": "adverse_event_management_start_date", "actual": "icans_grade" } ] @@ -26030,9 +27355,45 @@ "misses": [] }, "imaging_joint_inflammation_flag": { - "hits": 24, + "hits": 15, "total": 30, "misses": [ + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_joint_inflammation_flag" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_joint_inflammation_flag" @@ -26070,18 +27431,19 @@ "misses": [] }, "imaging_lymphoma_involvement_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "nodal_mass_size", + "actual": "imaging_lymphoma_involvement_flag" + } + ] }, "imaging_myeloma_findings_reported": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "bmi", - "actual": "imaging_myeloma_findings_reported" - }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_myeloma_findings_reported" @@ -26094,15 +27456,31 @@ "misses": [] }, "imaging_reporting_standard_flag": { - "hits": 28, + "hits": 24, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "imaging_progressive_disease_sites_reported", "actual": "imaging_reporting_standard_flag" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "imaging_reporting_standard_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_reporting_standard_flag" } ] @@ -26113,7 +27491,7 @@ "misses": [] }, "imaging_type": { - "hits": 19, + "hits": 20, "total": 30, "misses": [ { @@ -26125,11 +27503,7 @@ "actual": "imaging_type" }, { - "predicted": "nodal_mass_size", - "actual": "imaging_type" - }, - { - "predicted": "prior_corticosteroids_count", + "predicted": "loss_of_response_date", "actual": "imaging_type" }, { @@ -26137,11 +27511,11 @@ "actual": "imaging_type" }, { - "predicted": "moderate_exacerbation_count", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "imaging_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "severe_exacerbation_count", "actual": "imaging_type" }, { @@ -26153,152 +27527,78 @@ "actual": "imaging_type" }, { - "predicted": "radiographic_stage", + "predicted": "mild_exacerbation_count", "actual": "imaging_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "radiographic_stage", "actual": "imaging_type" } ] }, "immunophenotyping_marker_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "immunophenotyping_marker_reported" - } - ] + "misses": [] }, "infusion_reaction_flag": { - "hits": 27, + "hits": 25, "total": 30, "misses": [ { - "predicted": "adverse_event_management_type", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "infusion_reaction_flag" }, { - "predicted": "eosinophilic_inflammation_v1_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "infusion_reaction_flag" }, { - "predicted": "fact_lym_physical_score", + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "infusion_reaction_flag" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", "actual": "infusion_reaction_flag" } ] }, "inhaler_technique_assessment": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "a1at_status", - "actual": "inhaler_technique_assessment" - } - ] + "misses": [] }, "initial_diagnostic_method": { "hits": 29, "total": 30, "misses": [ { - "predicted": "diagnosis_date", + "predicted": "adverse_event_management_start_date", "actual": "initial_diagnostic_method" } ] }, "insurance_type": { - "hits": 25, + "hits": 29, "total": 30, "misses": [ { - "predicted": "bmi_category", - "actual": "insurance_type" - }, - { - "predicted": "procedure_code", - "actual": "insurance_type" - }, - { - "predicted": "visit_type", - "actual": "insurance_type" - }, - { - "predicted": "note_type", - "actual": "insurance_type" - }, - { - "predicted": "adverse_event_management_type", + "predicted": "worsening_heart_failure_event_type", "actual": "insurance_type" } ] }, "ischemic_heart_disease_flag": { - "hits": 15, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "chronic_kidney_disease_flag", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "dlco_percent_predicted", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "hdl_cholesterol_level", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "dlco_percent_predicted", - "actual": "ischemic_heart_disease_flag" - }, { "predicted": "eortc_qlq_c30_physical_score", "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "imaging_leukemia_involvement_flag", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "bmi", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "hdl_cholesterol_level", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "ischemic_heart_disease_flag" - }, - { - "predicted": "time_from_diagnosis_to_biologic", - "actual": "ischemic_heart_disease_flag" } ] }, @@ -26307,58 +27607,43 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "extranodal_sites_reported", "actual": "iv_diuretic_use_flag" } ] }, "last_visit_date": { - "hits": 21, + "hits": 28, "total": 30, "misses": [ { - "predicted": "dactylitis_severity_score", - "actual": "last_visit_date" - }, - { - "predicted": "visit_end_date", - "actual": "last_visit_date" - }, - { - "predicted": "treatment_switch_count", - "actual": "last_visit_date" - }, - { - "predicted": "discharge_date", - "actual": "last_visit_date" - }, - { - "predicted": "visit_end_date", + "predicted": "covid19_vaccination_date", "actual": "last_visit_date" }, { "predicted": "visit_end_date", "actual": "last_visit_date" - }, + } + ] + }, + "ldh_level_category": { + "hits": 27, + "total": 30, + "misses": [ { - "predicted": "visit_end_date", - "actual": "last_visit_date" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "visit_end_date", - "actual": "last_visit_date" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" }, { - "predicted": "visit_end_date", - "actual": "last_visit_date" + "predicted": "ldl_cholesterol_level", + "actual": "ldh_level_category" } ] }, - "ldh_level_category": { - "hits": 30, - "total": 30, - "misses": [] - }, "ldl_cholesterol_level": { "hits": 30, "total": 30, @@ -26370,7 +27655,7 @@ "misses": [] }, "length_of_stay_days": { - "hits": 25, + "hits": 26, "total": 30, "misses": [ { @@ -26378,19 +27663,15 @@ "actual": "length_of_stay_days" }, { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "length_of_stay_days" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "hospitalization_heart_failure_flag", "actual": "length_of_stay_days" }, { - "predicted": "hepatitis_c_status", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "length_of_stay_days" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "copd_severity_stage", "actual": "length_of_stay_days" } ] @@ -26415,34 +27696,20 @@ "total": 30, "misses": [ { - "predicted": "hyperinflation_rv_tlc_tlc_flag", + "predicted": "tlc_percent_predicted", "actual": "long_term_toxicity_reported" } ] }, "loss_of_response_date": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_end_date", - "actual": "loss_of_response_date" - } - ] + "misses": [] }, "lost_followup_flag": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "lost_followup_flag" - }, - { - "predicted": "insurance_type", - "actual": "lost_followup_flag" - } - ] + "misses": [] }, "lugano_classification": { "hits": 30, @@ -26450,21 +27717,9 @@ "misses": [] }, "lvef_percent": { - "hits": 26, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "fev1_percent_predicted", - "actual": "lvef_percent" - }, - { - "predicted": "leeds_enthesitis_index", - "actual": "lvef_percent" - }, - { - "predicted": "fev1_percent_predicted", - "actual": "lvef_percent" - }, { "predicted": "fev1_percent_predicted", "actual": "lvef_percent" @@ -26477,55 +27732,41 @@ "misses": [] }, "malnutrition_flag": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "malnutrition_flag" - }, - { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "malnutrition_flag" - } - ] + "misses": [] }, "manufacturing_issue_note": { - "hits": 27, + "hits": 30, + "total": 30, + "misses": [] + }, + "measurement_date": { + "hits": 24, "total": 30, "misses": [ { - "predicted": "follow_up_specialty", - "actual": "manufacturing_issue_note" + "predicted": "adverse_event_management_start_date", + "actual": "measurement_date" }, { - "predicted": "procedure_notes", - "actual": "manufacturing_issue_note" + "predicted": "chronic_kidney_disease_flag", + "actual": "measurement_date" }, { - "predicted": "procedure_notes", - "actual": "manufacturing_issue_note" - } - ] - }, - "measurement_date": { - "hits": 26, - "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "measurement_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "cart_manufacturing_start_date", "actual": "measurement_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "covid19_test_date", "actual": "measurement_date" }, { - "predicted": "prescription_dispense_date", + "predicted": "adverse_event_management_start_date", "actual": "measurement_date" } ] @@ -26536,32 +27777,32 @@ "misses": [] }, "measurement_unit": { - "hits": 29, + "hits": 30, + "total": 30, + "misses": [] + }, + "measurement_upper_limit": { + "hits": 28, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "measurement_unit" + "predicted": "imaging_suv_max", + "actual": "measurement_upper_limit" + }, + { + "predicted": "measurement_lower_limit", + "actual": "measurement_upper_limit" } ] }, - "measurement_upper_limit": { - "hits": 30, - "total": 30, - "misses": [] - }, "medication_adherence_assessment": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { "predicted": "therapeutic_adherence_assessment", "actual": "medication_adherence_assessment" }, - { - "predicted": "therapeutic_adherence_assessment", - "actual": "medication_adherence_assessment" - }, { "predicted": "therapeutic_adherence_assessment", "actual": "medication_adherence_assessment" @@ -26573,38 +27814,33 @@ "total": 30, "misses": [ { - "predicted": "moderate_exacerbation_count", + "predicted": "severe_exacerbation_count", "actual": "mild_exacerbation_count" } ] }, "minicog_score": { - "hits": 29, - "total": 30, - "misses": [ - { - "predicted": "adas_cog_score", - "actual": "minicog_score" - } - ] - }, - "mmrc_dyspnea_score": { "hits": 30, "total": 30, "misses": [] }, - "mmse_score": { + "mmrc_dyspnea_score": { "hits": 29, "total": 30, "misses": [ { - "predicted": "mmrc_dyspnea_score", - "actual": "mmse_score" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "mmrc_dyspnea_score" } ] }, + "mmse_score": { + "hits": 30, + "total": 30, + "misses": [] + }, "moca_score": { - "hits": 27, + "hits": 28, "total": 30, "misses": [ { @@ -26612,11 +27848,7 @@ "actual": "moca_score" }, { - "predicted": "minicog_score", - "actual": "moca_score" - }, - { - "predicted": "minicog_score", + "predicted": "eortc_qlq_c30_emotional_score", "actual": "moca_score" } ] @@ -26627,19 +27859,30 @@ "misses": [] }, "molecular_genetic_marker_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "admission_id", - "actual": "molecular_genetic_marker_reported" - } - ] + "misses": [] }, "mortality_30day_flag": { - "hits": 28, + "hits": 24, "total": 30, "misses": [ + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "mortality_30day_flag" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "mortality_30day_flag" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "mortality_30day_flag" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "mortality_30day_flag" + }, { "predicted": "eortc_qlq_c30_pain_score", "actual": "mortality_30day_flag" @@ -26659,33 +27902,40 @@ "actual": "niv_bipap_flag" }, { - "predicted": "tumor_stage_n", + "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "niv_bipap_flag" } ] }, "nodal_mass_size": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "extranodal_sites_reported", - "actual": "nodal_mass_size" - } - ] + "misses": [] }, "note_date": { - "hits": 29, + "hits": 26, "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "covid19_vaccination_date", + "actual": "note_date" + }, + { + "predicted": "cart_manufacturing_start_date", + "actual": "note_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "note_date" + }, + { + "predicted": "diagnosis_date", "actual": "note_date" } ] }, "note_text": { - "hits": 25, + "hits": 23, "total": 30, "misses": [ { @@ -26696,6 +27946,14 @@ "predicted": "note_type", "actual": "note_text" }, + { + "predicted": "hsct_details_note", + "actual": "note_text" + }, + { + "predicted": "long_term_oxygen_therapy_flag", + "actual": "note_text" + }, { "predicted": "imaging_joint_space_narrowing_grade", "actual": "note_text" @@ -26715,11 +27973,11 @@ "total": 30, "misses": [ { - "predicted": "biopsy_type", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "note_type" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "note_text", "actual": "note_type" } ] @@ -26734,7 +27992,7 @@ "total": 30, "misses": [ { - "predicted": "biopsy_type", + "predicted": "functional_status", "actual": "nyha_class" } ] @@ -26763,9 +28021,14 @@ "misses": [] }, "osteoporosis_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "bone_marrow_involvement_flag", + "actual": "osteoporosis_flag" + } + ] }, "other_inhaled_exposure_status": { "hits": 30, @@ -26773,7 +28036,7 @@ "misses": [] }, "oxygen_requirement_status": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { @@ -26787,76 +28050,122 @@ { "predicted": "long_term_oxygen_therapy_flag", "actual": "oxygen_requirement_status" + } + ] + }, + "pacu_discharge_intermediate_care_flag": { + "hits": 30, + "total": 30, + "misses": [] + }, + "pain_vas": { + "hits": 26, + "total": 30, + "misses": [ + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" }, { - "predicted": "long_term_oxygen_therapy_flag", - "actual": "oxygen_requirement_status" + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" + }, + { + "predicted": "eortc_qlq_c30_pain_score", + "actual": "pain_vas" } ] }, - "pacu_discharge_intermediate_care_flag": { - "hits": 29, + "pasdas_score": { + "hits": 27, "total": 30, "misses": [ { - "predicted": "copd_severity_stage", - "actual": "pacu_discharge_intermediate_care_flag" + "predicted": "asdas_score", + "actual": "pasdas_score" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "pasdas_score" + }, + { + "predicted": "asdas_score", + "actual": "pasdas_score" } ] }, - "pain_vas": { - "hits": 30, - "total": 30, - "misses": [] - }, - "pasdas_score": { - "hits": 30, - "total": 30, - "misses": [] - }, "pasqal_tool_used_flag": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { "predicted": "pasdas_score", "actual": "pasqal_tool_used_flag" + }, + { + "predicted": "treatment_switch_count", + "actual": "pasqal_tool_used_flag" + }, + { + "predicted": "ferritin_level", + "actual": "pasqal_tool_used_flag" } ] }, "past_surgical_history_reported": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "substance_use_history_reported", + "actual": "past_surgical_history_reported" + }, + { + "predicted": "substance_use_history_reported", + "actual": "past_surgical_history_reported" + } + ] }, "peripheral_arterial_disease_flag": { - "hits": 27, + "hits": 25, "total": 30, "misses": [ + { + "predicted": "basdai_score", + "actual": "peripheral_arterial_disease_flag" + }, + { + "predicted": "dapsa_score", + "actual": "peripheral_arterial_disease_flag" + }, { "predicted": "loss_of_response_date", "actual": "peripheral_arterial_disease_flag" }, { - "predicted": "adverse_event_management_type", + "predicted": "dapsa_score", "actual": "peripheral_arterial_disease_flag" }, { - "predicted": "past_surgical_history_reported", + "predicted": "dyslipidemia_flag", "actual": "peripheral_arterial_disease_flag" } ] }, "person_id": { - "hits": 24, + "hits": 22, "total": 30, "misses": [ { - "predicted": "covid19_vaccination_status", + "predicted": "prior_nsaids_count", "actual": "person_id" }, { - "predicted": "diagnosis_code", + "predicted": "physical_activity_flag", "actual": "person_id" }, { @@ -26864,7 +28173,15 @@ "actual": "person_id" }, { - "predicted": "procedure_code", + "predicted": "physical_activity_flag", + "actual": "person_id" + }, + { + "predicted": "cdr_score", + "actual": "person_id" + }, + { + "predicted": "tumor_stage_n", "actual": "person_id" }, { @@ -26901,27 +28218,28 @@ ] }, "platelet_count": { - "hits": 27, + "hits": 29, "total": 30, "misses": [ { "predicted": "total_cholesterol_level", "actual": "platelet_count" - }, - { - "predicted": "total_cholesterol_level", - "actual": "platelet_count" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "platelet_count" } ] }, "polypharmacy_status": { - "hits": 30, + "hits": 28, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "platelet_count", + "actual": "polypharmacy_status" + }, + { + "predicted": "discharge_medications_reported", + "actual": "polypharmacy_status" + } + ] }, "postoperative_complication_flag": { "hits": 30, @@ -26929,7 +28247,7 @@ "misses": [] }, "postoperative_delirium_flag": { - "hits": 14, + "hits": 16, "total": 30, "misses": [ { @@ -26965,11 +28283,7 @@ "actual": "postoperative_delirium_flag" }, { - "predicted": "postoperative_complication_flag", - "actual": "postoperative_delirium_flag" - }, - { - "predicted": "postoperative_delirium_history_flag", + "predicted": "dlco_percent_predicted", "actual": "postoperative_delirium_flag" }, { @@ -26989,35 +28303,41 @@ "actual": "postoperative_delirium_flag" }, { - "predicted": "moderate_exacerbation_count", - "actual": "postoperative_delirium_flag" - }, - { - "predicted": "postoperative_delirium_history_flag", + "predicted": "mild_exacerbation_count", "actual": "postoperative_delirium_flag" } ] }, "postoperative_delirium_history_flag": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "postoperative_delirium_flag", + "actual": "postoperative_delirium_history_flag" + } + ] }, "pr_status": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "imaging_progressive_disease_sites_reported", + "actual": "pr_status" + } + ] }, "prescription_days_supply": { "hits": 28, "total": 30, "misses": [ { - "predicted": "dactylitis_severity_score", + "predicted": "supportive_medication_reported", "actual": "prescription_days_supply" }, { - "predicted": "length_of_stay_days", + "predicted": "prescription_dispense_date", "actual": "prescription_days_supply" } ] @@ -27033,14 +28353,9 @@ ] }, "pretreatment_screening_reported": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "pretreatment_screening_reported" - } - ] + "misses": [] }, "prior_corticosteroids_count": { "hits": 30, @@ -27058,30 +28373,54 @@ "misses": [] }, "procedure_code": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "therapeutic_class", - "actual": "procedure_code" - }, - { - "predicted": "procedure_notes", + "predicted": "drug_name", "actual": "procedure_code" } ] }, "procedure_date": { - "hits": 28, + "hits": 21, "total": 30, "misses": [ { - "predicted": "peripheral_arterial_disease_flag", + "predicted": "treatment_modification_date", + "actual": "procedure_date" + }, + { + "predicted": "loss_of_response_date", + "actual": "procedure_date" + }, + { + "predicted": "cdr_score", + "actual": "procedure_date" + }, + { + "predicted": "cart_manufacturing_start_date", + "actual": "procedure_date" + }, + { + "predicted": "cart_manufacturing_start_date", + "actual": "procedure_date" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "procedure_date" + }, + { + "predicted": "cart_manufacturing_start_date", "actual": "procedure_date" }, { "predicted": "pr_status", "actual": "procedure_date" + }, + { + "predicted": "cart_manufacturing_completion_date", + "actual": "procedure_date" } ] }, @@ -27090,17 +28429,17 @@ "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "procedure_notes" } ] }, "provider_specialty": { - "hits": 24, + "hits": 15, "total": 30, "misses": [ { - "predicted": "biopsy_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -27112,7 +28451,7 @@ "actual": "provider_specialty" }, { - "predicted": "adverse_event_management_type", + "predicted": "follow_up_specialty", "actual": "provider_specialty" }, { @@ -27120,7 +28459,43 @@ "actual": "provider_specialty" }, { - "predicted": "drug_name", + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", + "actual": "provider_specialty" + }, + { + "predicted": "follow_up_specialty", "actual": "provider_specialty" } ] @@ -27131,19 +28506,15 @@ "misses": [] }, "pulmonary_hypertension_flag": { - "hits": 23, + "hits": 24, "total": 30, "misses": [ { - "predicted": "hepatitis_c_status", - "actual": "pulmonary_hypertension_flag" - }, - { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "pulmonary_hypertension_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "peripheral_arterial_disease_flag", "actual": "pulmonary_hypertension_flag" }, { @@ -27155,7 +28526,7 @@ "actual": "pulmonary_hypertension_flag" }, { - "predicted": "hepatitis_c_status", + "predicted": "peripheral_arterial_disease_flag", "actual": "pulmonary_hypertension_flag" }, { @@ -27165,7 +28536,7 @@ ] }, "race": { - "hits": 24, + "hits": 26, "total": 30, "misses": [ { @@ -27173,23 +28544,15 @@ "actual": "race" }, { - "predicted": "cat_score", - "actual": "race" - }, - { - "predicted": "bmi_category", - "actual": "race" - }, - { - "predicted": "eortc_qlq_c30_emotional_score", + "predicted": "care_site_id", "actual": "race" }, { - "predicted": "crp_level", + "predicted": "admission_source", "actual": "race" }, { - "predicted": "admission_source", + "predicted": "sex", "actual": "race" } ] @@ -27218,28 +28581,16 @@ } ] }, - "radiation_total_dose": { - "hits": 25, - "total": 30, - "misses": [ - { - "predicted": "radiation_fraction_count", - "actual": "radiation_total_dose" - }, - { - "predicted": "radiation_fraction_count", - "actual": "radiation_total_dose" - }, - { - "predicted": "radiation_fraction_dose", - "actual": "radiation_total_dose" - }, + "radiation_total_dose": { + "hits": 28, + "total": 30, + "misses": [ { - "predicted": "covid19_vaccination_date", + "predicted": "steroid_equivalent_dose", "actual": "radiation_total_dose" }, { - "predicted": "radiation_fraction_dose", + "predicted": "steroid_equivalent_dose", "actual": "radiation_total_dose" } ] @@ -27249,13 +28600,13 @@ "total": 30, "misses": [ { - "predicted": "fact_lym_physical_score", + "predicted": "moca_score", "actual": "radiation_treated_sites_reported" } ] }, "radiographic_stage": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ { @@ -27269,6 +28620,10 @@ { "predicted": "radiation_fraction_count", "actual": "radiographic_stage" + }, + { + "predicted": "ra_functional_class", + "actual": "radiographic_stage" } ] }, @@ -27277,7 +28632,7 @@ "total": 30, "misses": [ { - "predicted": "cdr_score", + "predicted": "radiation_fraction_dose", "actual": "ra_functional_class" }, { @@ -27296,37 +28651,37 @@ "total": 30, "misses": [ { - "predicted": "admission_date", + "predicted": "readmission_risk_score", "actual": "readmission_date" }, { - "predicted": "covid19_test_date", + "predicted": "adverse_event_management_end_date", "actual": "readmission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "frequent_readmissions_flag", "actual": "readmission_date" }, { - "predicted": "adverse_event_management_end_date", + "predicted": "adverse_event_management_start_date", "actual": "readmission_date" } ] }, "readmission_flag": { - "hits": 9, + "hits": 13, "total": 30, "misses": [ { - "predicted": "frequent_readmissions_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -27338,47 +28693,31 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "readmission_flag" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_flag" - }, - { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_prevention_measures_reported", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -27386,7 +28725,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -27394,7 +28733,7 @@ "actual": "readmission_flag" }, { - "predicted": "frequent_readmissions_flag", + "predicted": "readmission_risk_score", "actual": "readmission_flag" }, { @@ -27404,26 +28743,23 @@ ] }, "readmission_prevention_measures_reported": { - "hits": 30, - "total": 30, - "misses": [] - }, - "readmission_reason": { - "hits": 26, + "hits": 28, "total": 30, "misses": [ { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, - { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" + "predicted": "discharge_medications_reported", + "actual": "readmission_prevention_measures_reported" }, { - "predicted": "frequent_readmissions_flag", - "actual": "readmission_reason" - }, + "predicted": "discharge_medications_reported", + "actual": "readmission_prevention_measures_reported" + } + ] + }, + "readmission_reason": { + "hits": 29, + "total": 30, + "misses": [ { "predicted": "admission_reason", "actual": "readmission_reason" @@ -27441,14 +28777,9 @@ "misses": [] }, "relapse_date": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "diagnosis_date", - "actual": "relapse_date" - } - ] + "misses": [] }, "remission_flag": { "hits": 30, @@ -27456,21 +28787,24 @@ "misses": [] }, "reported_allergy_drug": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "readmission_prevention_measures_reported", - "actual": "reported_allergy_drug" - } - ] + "misses": [] }, "respiratory_insufficiency_flag": { - "hits": 29, + "hits": 27, "total": 30, "misses": [ { - "predicted": "spirometry_reversibility_flag", + "predicted": "clinical_response", + "actual": "respiratory_insufficiency_flag" + }, + { + "predicted": "adverse_event_permanent_discontinuation_flag", + "actual": "respiratory_insufficiency_flag" + }, + { + "predicted": "respiratory_insufficiency_type", "actual": "respiratory_insufficiency_flag" } ] @@ -27486,11 +28820,19 @@ ] }, "respiratory_rate": { - "hits": 26, + "hits": 24, "total": 30, "misses": [ { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "clinical_response", + "actual": "respiratory_rate" + }, + { + "predicted": "clinical_response", + "actual": "respiratory_rate" + }, + { + "predicted": "rheumatoid_factor_level", "actual": "respiratory_rate" }, { @@ -27502,51 +28844,31 @@ "actual": "respiratory_rate" }, { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", + "predicted": "eortc_qlq_c30_pain_score", "actual": "respiratory_rate" } ] }, "rheumatoid_factor_level": { - "hits": 23, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "rheumatoid_factor_status", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, { "predicted": "rheumatoid_factor_status", "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "rheumatoid_factor_level" } ] }, "rheumatoid_factor_status": { - "hits": 26, + "hits": 24, "total": 30, "misses": [ { - "predicted": "clinical_response", + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "eortc_qlq_c30_role_score", "actual": "rheumatoid_factor_status" }, { @@ -27554,11 +28876,15 @@ "actual": "rheumatoid_factor_status" }, { - "predicted": "her2_status", + "predicted": "ana_result_status", + "actual": "rheumatoid_factor_status" + }, + { + "predicted": "eortc_qlq_c30_role_score", "actual": "rheumatoid_factor_status" }, { - "predicted": "covid19_test_result", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "rheumatoid_factor_status" } ] @@ -27574,36 +28900,12 @@ "misses": [] }, "rv_tlc_ratio": { - "hits": 23, + "hits": 29, "total": 30, "misses": [ { "predicted": "hyperinflation_rv_tlc_tlc_flag", "actual": "rv_tlc_ratio" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" - }, - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "rv_tlc_ratio" - }, - { - "predicted": "tlc_percent_predicted", - "actual": "rv_tlc_ratio" - }, - { - "predicted": "tlc_percent_predicted", - "actual": "rv_tlc_ratio" } ] }, @@ -27618,13 +28920,9 @@ "misses": [] }, "serum_free_light_chain_level": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "hyperinflation_rv_tlc_tlc_flag", - "actual": "serum_free_light_chain_level" - }, { "predicted": "eortc_qlq_c30_nausea_vomiting_score", "actual": "serum_free_light_chain_level" @@ -27632,29 +28930,16 @@ ] }, "severe_exacerbation_count": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "severe_exacerbation_count" - }, - { - "predicted": "eortc_qlq_c30_nausea_vomiting_score", - "actual": "severe_exacerbation_count" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "severe_exacerbation_count" - } - ] + "misses": [] }, "sex": { "hits": 29, "total": 30, "misses": [ { - "predicted": "biopsy_type", + "predicted": "adverse_event_management_type", "actual": "sex" } ] @@ -27665,11 +28950,11 @@ "misses": [] }, "sleep_apnea_flag": { - "hits": 26, + "hits": 27, "total": 30, "misses": [ { - "predicted": "dyslipidemia_flag", + "predicted": "crs_grade", "actual": "sleep_apnea_flag" }, { @@ -27677,11 +28962,7 @@ "actual": "sleep_apnea_flag" }, { - "predicted": "systolic_bp", - "actual": "sleep_apnea_flag" - }, - { - "predicted": "long_term_oxygen_therapy_flag", + "predicted": "cns_risk_stratification_category", "actual": "sleep_apnea_flag" } ] @@ -27695,11 +28976,11 @@ "actual": "smoking_status" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "feno_above_threshold_flag", "actual": "smoking_status" }, { - "predicted": "bmi_category", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "smoking_status" }, { @@ -27707,11 +28988,11 @@ "actual": "smoking_status" }, { - "predicted": "tumor_grade", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "smoking_status" }, { - "predicted": "imaging_joint_space_narrowing_grade", + "predicted": "tumor_grade", "actual": "smoking_status" }, { @@ -27721,13 +29002,9 @@ ] }, "social_determinants_reported": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "diagnosis_date", - "actual": "social_determinants_reported" - }, { "predicted": "eortc_qlq_c30_fatigue_score", "actual": "social_determinants_reported" @@ -27740,64 +29017,38 @@ "misses": [] }, "sparcc_score": { - "hits": 30, - "total": 30, - "misses": [] - }, - "spirometry_reversibility_flag": { "hits": 28, "total": 30, "misses": [ - { - "predicted": "covid19_test_result", - "actual": "spirometry_reversibility_flag" + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sparcc_score" }, { - "predicted": "covid19_test_result", - "actual": "spirometry_reversibility_flag" + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "sparcc_score" } ] }, + "spirometry_reversibility_flag": { + "hits": 30, + "total": 30, + "misses": [] + }, "steroid_equivalent_dose": { "hits": 30, "total": 30, "misses": [] }, "steroid_taper_duration": { - "hits": 26, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" - }, - { - "predicted": "prior_corticosteroids_count", - "actual": "steroid_taper_duration" - }, - { - "predicted": "procedure_date", - "actual": "steroid_taper_duration" - } - ] + "misses": [] }, "substance_use_history_reported": { - "hits": 28, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "supportive_medication_reported", - "actual": "substance_use_history_reported" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "substance_use_history_reported" - } - ] + "misses": [] }, "supportive_medication_reported": { "hits": 29, @@ -27810,11 +29061,11 @@ ] }, "support_system_assessment": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ { - "predicted": "a1at_status", + "predicted": "eortc_qlq_c30_physical_score", "actual": "support_system_assessment" }, { @@ -27822,7 +29073,11 @@ "actual": "support_system_assessment" }, { - "predicted": "crs_grade", + "predicted": "social_support_assessment", + "actual": "support_system_assessment" + }, + { + "predicted": "ck_mb_level", "actual": "support_system_assessment" } ] @@ -27833,55 +29088,14 @@ "misses": [] }, "surgical_specialty": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" - }, - { - "predicted": "past_surgical_history_reported", - "actual": "surgical_specialty" - }, - { - "predicted": "biopsy_type", - "actual": "surgical_specialty" - } - ] + "misses": [] }, "symptoms_at_presentation_reported": { - "hits": 22, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "long_covid_symptoms_reported", - "actual": "symptoms_at_presentation_reported" - }, - { - "predicted": "imaging_progressive_disease_sites_reported", - "actual": "symptoms_at_presentation_reported" - }, { "predicted": "long_covid_symptoms_reported", "actual": "symptoms_at_presentation_reported" @@ -27889,40 +29103,49 @@ ] }, "synovial_fluid_analysis_reported": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "fact_lym_lymphoma_subscale_score", + "actual": "synovial_fluid_analysis_reported" + } + ] }, "systolic_bp": { - "hits": 28, + "hits": 26, "total": 30, "misses": [ { - "predicted": "tumor_stage_t", + "predicted": "treatment_type", "actual": "systolic_bp" }, { - "predicted": "past_surgical_history_reported", + "predicted": "pasdas_score", + "actual": "systolic_bp" + }, + { + "predicted": "act_score", + "actual": "systolic_bp" + }, + { + "predicted": "basdai_score", "actual": "systolic_bp" } ] }, "temperature": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "temperature" - }, - { - "predicted": "wbc_count", + "predicted": "leeds_enthesitis_index", "actual": "temperature" } ] }, "therapeutic_adherence_assessment": { - "hits": 26, + "hits": 25, "total": 30, "misses": [ { @@ -27937,6 +29160,10 @@ "predicted": "therapeutic_class", "actual": "therapeutic_adherence_assessment" }, + { + "predicted": "medication_adherence_assessment", + "actual": "therapeutic_adherence_assessment" + }, { "predicted": "medication_adherence_assessment", "actual": "therapeutic_adherence_assessment" @@ -27944,14 +29171,9 @@ ] }, "therapeutic_class": { - "hits": 29, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "adverse_event_management_type", - "actual": "therapeutic_class" - } - ] + "misses": [] }, "time_from_diagnosis_to_biologic": { "hits": 30, @@ -27969,9 +29191,34 @@ "misses": [] }, "toxicity_grade": { - "hits": 30, + "hits": 24, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + }, + { + "predicted": "long_term_toxicity_reported", + "actual": "toxicity_grade" + } + ] }, "treatment_cycle_count": { "hits": 29, @@ -27984,59 +29231,63 @@ ] }, "treatment_end_date": { - "hits": 29, + "hits": 25, "total": 30, "misses": [ + { + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" + }, + { + "predicted": "loss_of_response_date", + "actual": "treatment_end_date" + }, + { + "predicted": "discontinuation_reason", + "actual": "treatment_end_date" + }, { "predicted": "treatment_intent", "actual": "treatment_end_date" + }, + { + "predicted": "adverse_event_management_end_date", + "actual": "treatment_end_date" } ] }, "treatment_inefficacy_flag": { - "hits": 26, + "hits": 29, "total": 30, "misses": [ { "predicted": "adverse_event_permanent_discontinuation_flag", "actual": "treatment_inefficacy_flag" - }, - { - "predicted": "adverse_event_permanent_discontinuation_flag", - "actual": "treatment_inefficacy_flag" - }, - { - "predicted": "adverse_event_management_type", - "actual": "treatment_inefficacy_flag" - }, - { - "predicted": "worsening_heart_failure_episode_order", - "actual": "treatment_inefficacy_flag" } ] }, "treatment_intent": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ { "predicted": "treatment_end_date", "actual": "treatment_intent" - }, - { - "predicted": "therapeutic_class", - "actual": "treatment_intent" } ] }, "treatment_line": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { "predicted": "treatment_switch_count", "actual": "treatment_line" }, + { + "predicted": "treatment_switch_count", + "actual": "treatment_line" + }, { "predicted": "treatment_switch_count", "actual": "treatment_line" @@ -28049,30 +29300,59 @@ "misses": [] }, "treatment_modification_reason": { - "hits": 28, + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "treatment_modification_type", + "actual": "treatment_modification_reason" + } + ] + }, + "treatment_modification_type": { + "hits": 29, + "total": 30, + "misses": [ + { + "predicted": "height", + "actual": "treatment_modification_type" + } + ] + }, + "treatment_start_date": { + "hits": 14, "total": 30, "misses": [ { - "predicted": "treatment_modification_type", - "actual": "treatment_modification_reason" + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" + }, + { + "predicted": "adverse_event_management_start_date", + "actual": "treatment_start_date" }, { - "predicted": "treatment_switch_count", - "actual": "treatment_modification_reason" - } - ] - }, - "treatment_modification_type": { - "hits": 30, - "total": 30, - "misses": [] - }, - "treatment_start_date": { - "hits": 21, - "total": 30, - "misses": [ + "predicted": "treatment_modification_date", + "actual": "treatment_start_date" + }, { - "predicted": "treatment_end_date", + "predicted": "covid19_vaccination_date", "actual": "treatment_start_date" }, { @@ -28080,19 +29360,19 @@ "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { - "predicted": "worsening_heart_failure_start_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { @@ -28100,7 +29380,7 @@ "actual": "treatment_start_date" }, { - "predicted": "treatment_modification_date", + "predicted": "adverse_event_management_start_date", "actual": "treatment_start_date" }, { @@ -28115,15 +29395,19 @@ "misses": [] }, "treatment_type": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { - "predicted": "note_type", + "predicted": "insurance_type", "actual": "treatment_type" }, { - "predicted": "adverse_event_management_type", + "predicted": "treatment_modification_type", + "actual": "treatment_type" + }, + { + "predicted": "treatment_switch_count", "actual": "treatment_type" } ] @@ -28133,35 +29417,22 @@ "total": 30, "misses": [ { - "predicted": "random_glucose_level", + "predicted": "eortc_qlq_c30_global_health_score", "actual": "triglycerides_level" } ] }, "troponin_level": { - "hits": 27, + "hits": 30, "total": 30, - "misses": [ - { - "predicted": "treatment_switch_count", - "actual": "troponin_level" - }, - { - "predicted": "adverse_event_management_type", - "actual": "troponin_level" - }, - { - "predicted": "treatment_switch_count", - "actual": "troponin_level" - } - ] + "misses": [] }, "tumor_grade": { - "hits": 27, + "hits": 26, "total": 30, "misses": [ { - "predicted": "tumor_stage_t", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "tumor_grade" }, { @@ -28169,19 +29440,19 @@ "actual": "tumor_grade" }, { - "predicted": "treatment_modification_type", + "predicted": "icans_grade", + "actual": "tumor_grade" + }, + { + "predicted": "triglycerides_level", "actual": "tumor_grade" } ] }, "tumor_stage_m": { - "hits": 28, + "hits": 29, "total": 30, "misses": [ - { - "predicted": "procedure_code", - "actual": "tumor_stage_m" - }, { "predicted": "beta2_microglobulin_level", "actual": "tumor_stage_m" @@ -28189,7 +29460,7 @@ ] }, "tumor_stage_n": { - "hits": 28, + "hits": 27, "total": 30, "misses": [ { @@ -28197,21 +29468,69 @@ "actual": "tumor_stage_n" }, { - "predicted": "tumor_stage_t", + "predicted": "nodal_mass_size", + "actual": "tumor_stage_n" + }, + { + "predicted": "tumor_stage_m", "actual": "tumor_stage_n" } ] }, "tumor_stage_t": { - "hits": 28, + "hits": 17, "total": 30, "misses": [ + { + "predicted": "tumor_stage_m", + "actual": "tumor_stage_t" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" + }, + { + "predicted": "treatment_type", + "actual": "tumor_stage_t" + }, + { + "predicted": "rheumatoid_factor_level", + "actual": "tumor_stage_t" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" + }, + { + "predicted": "imaging_joint_space_narrowing_grade", + "actual": "tumor_stage_t" + }, { "predicted": "tumor_stage_n", "actual": "tumor_stage_t" }, { - "predicted": "therapeutic_class", + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" + }, + { + "predicted": "tumor_stage_n", + "actual": "tumor_stage_t" + }, + { + "predicted": "treatment_type", + "actual": "tumor_stage_t" + }, + { + "predicted": "tumor_stage_n", "actual": "tumor_stage_t" } ] @@ -28231,33 +29550,21 @@ "total": 30, "misses": [ { - "predicted": "adverse_event_management_end_date", + "predicted": "cart_manufacturing_completion_date", "actual": "visit_end_date" } ] }, "visit_id": { - "hits": 16, + "hits": 25, "total": 30, "misses": [ { - "predicted": "procedure_notes", - "actual": "visit_id" - }, - { - "predicted": "visit_end_date", - "actual": "visit_id" - }, - { - "predicted": "imaging_joint_space_narrowing_grade", - "actual": "visit_id" - }, - { - "predicted": "visit_type", + "predicted": "heart_failure_primary_cause_other", "actual": "visit_id" }, { - "predicted": "care_site_id", + "predicted": "disease_activity_score_das28", "actual": "visit_id" }, { @@ -28265,57 +29572,57 @@ "actual": "visit_id" }, { - "predicted": "global_disease_vas_patient", + "predicted": "imaging_joint_space_narrowing_grade", "actual": "visit_id" }, { "predicted": "visit_end_date", "actual": "visit_id" - }, + } + ] + }, + "visit_start_date": { + "hits": 17, + "total": 30, + "misses": [ { - "predicted": "visit_end_date", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "loss_of_response_date", + "actual": "visit_start_date" }, { - "predicted": "visit_end_date", - "actual": "visit_id" + "predicted": "loss_of_response_date", + "actual": "visit_start_date" }, { - "predicted": "emphysema_flag", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" }, { - "predicted": "visit_type", - "actual": "visit_id" - } - ] - }, - "visit_start_date": { - "hits": 23, - "total": 30, - "misses": [ + "predicted": "adverse_event_management_start_date", + "actual": "visit_start_date" + }, { - "predicted": "loss_of_response_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "loss_of_response_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "covid19_test_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "visit_end_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { @@ -28323,11 +29630,11 @@ "actual": "visit_start_date" }, { - "predicted": "covid19_vaccination_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" }, { - "predicted": "note_date", + "predicted": "adverse_event_management_start_date", "actual": "visit_start_date" } ] @@ -28337,47 +29644,82 @@ "total": 30, "misses": [ { - "predicted": "visit_end_date", + "predicted": "eortc_qlq_c30_pain_score", "actual": "visit_type" } ] }, "wbc_count": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "leukemia_risk_stratification", + "actual": "wbc_count" + } + ] }, "weight": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "ck_mb_level", + "actual": "weight" + } + ] }, "worsening_heart_failure_event_type": { "hits": 29, "total": 30, "misses": [ { - "predicted": "heart_failure_event_type", + "predicted": "heart_failure_etiology", "actual": "worsening_heart_failure_event_type" } ] }, "worsening_heart_failure_episode_order": { - "hits": 30, + "hits": 29, "total": 30, - "misses": [] + "misses": [ + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_episode_order" + } + ] }, "worsening_heart_failure_flag": { - "hits": 28, + "hits": 23, "total": 30, "misses": [ { - "predicted": "worsening_heart_failure_episode_order", + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", "actual": "worsening_heart_failure_flag" }, { "predicted": "worsening_heart_failure_episode_order", "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_start_date", + "actual": "worsening_heart_failure_flag" + }, + { + "predicted": "worsening_heart_failure_event_type", + "actual": "worsening_heart_failure_flag" } ] },