| { | |
| "_num_labels": 1, | |
| "activation_function": "gelu_new", | |
| "architectures": [ | |
| "GPT2ForSequenceClassification" | |
| ], | |
| "attn_pdrop": 0.1, | |
| "bos_token_id": 50256, | |
| "embd_pdrop": 0.1, | |
| "eos_token_id": 50256, | |
| "id2label": { | |
| "0": "a1at_status", | |
| "1": "acq_score", | |
| "2": "act_score", | |
| "3": "adas_cog_score", | |
| "4": "admission_date", | |
| "5": "admission_id", | |
| "6": "admission_reason", | |
| "7": "admission_source", | |
| "8": "adverse_event_flag", | |
| "9": "adverse_event_management_end_date", | |
| "10": "adverse_event_management_start_date", | |
| "11": "adverse_event_management_type", | |
| "12": "adverse_event_permanent_discontinuation_flag", | |
| "13": "adverse_event_type", | |
| "14": "age", | |
| "15": "alcohol_status", | |
| "16": "allergy_reaction_type", | |
| "17": "allergy_severity", | |
| "18": "ami_event_date", | |
| "19": "ana_result_status", | |
| "20": "anesthesia_type", | |
| "21": "animal_verbal_fluency_score", | |
| "22": "ann_arbor_stage", | |
| "23": "anti_ccp_level", | |
| "24": "anti_ccp_status", | |
| "25": "anxiety_depression_flag", | |
| "26": "asa_physical_status", | |
| "27": "asdas_score", | |
| "28": "asthma_flag", | |
| "29": "atrial_fibrillation_flag", | |
| "30": "autoimmune_condition_reported", | |
| "31": "basdai_score", | |
| "32": "basfi_score", | |
| "33": "benzodiazepine_use_flag", | |
| "34": "best_response_date", | |
| "35": "beta2_microglobulin_level", | |
| "36": "biopsy_results_note", | |
| "37": "biopsy_type", | |
| "38": "birth_date", | |
| "39": "bmi", | |
| "40": "bmi_category", | |
| "41": "bone_marrow_involvement_flag", | |
| "42": "bone_marrow_plasma_cell_percent", | |
| "43": "breast_cancer_flag", | |
| "44": "bronchiectasis_flag", | |
| "45": "cancer_history_flag", | |
| "46": "cardiovascular_disease_flag", | |
| "47": "care_site_id", | |
| "48": "cart_manufacturing_completion_date", | |
| "49": "cart_manufacturing_delay_reason", | |
| "50": "cart_manufacturing_start_date", | |
| "51": "cart_target_antigen", | |
| "52": "cat_score", | |
| "53": "cause_of_death_code", | |
| "54": "cdr_score", | |
| "55": "charlson_comorbidity_index", | |
| "56": "chronic_bronchitis_flag", | |
| "57": "chronic_kidney_disease_flag", | |
| "58": "ck_mb_level", | |
| "59": "clinical_response", | |
| "60": "cns_risk_stratification_category", | |
| "61": "comorbidities_reported", | |
| "62": "concomitant_corticosteroid_flag", | |
| "63": "concomitant_csdmard_flag", | |
| "64": "condition_status", | |
| "65": "copd_flag", | |
| "66": "copd_severity_stage", | |
| "67": "covid19_severity", | |
| "68": "covid19_test_date", | |
| "69": "covid19_test_result", | |
| "70": "covid19_vaccination_date", | |
| "71": "covid19_vaccination_status", | |
| "72": "cpet_assessment", | |
| "73": "crab_features_reported", | |
| "74": "creatinine_level", | |
| "75": "crp_level", | |
| "76": "crs_grade", | |
| "77": "cytogenetics_result", | |
| "78": "dactylitis_severity_score", | |
| "79": "dapsa_score", | |
| "80": "death_date", | |
| "81": "death_flag", | |
| "82": "dementia_flag", | |
| "83": "diabetes_flag", | |
| "84": "diagnosis_code", | |
| "85": "diagnosis_date", | |
| "86": "diastolic_bp", | |
| "87": "discharge_date", | |
| "88": "discharge_destination", | |
| "89": "discharge_medications_reported", | |
| "90": "discontinuation_reason", | |
| "91": "disease_activity_score_das28", | |
| "92": "dlco_percent_predicted", | |
| "93": "drug_administration_frequency", | |
| "94": "drug_dose", | |
| "95": "drug_name", | |
| "96": "drug_regimen_name", | |
| "97": "drug_route", | |
| "98": "dyslipidemia_flag", | |
| "99": "ecog_performance_status", | |
| "100": "education_years", | |
| "101": "egfr_level", | |
| "102": "emphysema_flag", | |
| "103": "eortc_qlq_c30_emotional_score", | |
| "104": "eortc_qlq_c30_fatigue_score", | |
| "105": "eortc_qlq_c30_global_health_score", | |
| "106": "eortc_qlq_c30_nausea_vomiting_score", | |
| "107": "eortc_qlq_c30_pain_score", | |
| "108": "eortc_qlq_c30_physical_score", | |
| "109": "eortc_qlq_c30_role_score", | |
| "110": "eosinophil_category", | |
| "111": "eosinophilic_inflammation_v1_flag", | |
| "112": "eosinophilic_inflammation_v2_flag", | |
| "113": "eq5d_score", | |
| "114": "er_status", | |
| "115": "erosion_score", | |
| "116": "esr_level", | |
| "117": "exercise_intolerance_6mwt_flag", | |
| "118": "exertional_desaturation_flag", | |
| "119": "extra_articular_manifestation_flag", | |
| "120": "extra_articular_manifestation_reported", | |
| "121": "extranodal_sites_reported", | |
| "122": "fact_lym_emotional_score", | |
| "123": "fact_lym_lymphoma_subscale_score", | |
| "124": "fact_lym_physical_score", | |
| "125": "fact_lym_total_score", | |
| "126": "family_history_reported", | |
| "127": "fasting_glucose_level", | |
| "128": "feno_above_threshold_flag", | |
| "129": "feno_level", | |
| "130": "ferritin_level", | |
| "131": "fev1_gold_stage", | |
| "132": "fev1_percent_predicted", | |
| "133": "follow_up_appointment_scheduled_flag", | |
| "134": "follow_up_specialty", | |
| "135": "frailty_status", | |
| "136": "frequent_exacerbator_flag", | |
| "137": "frequent_readmissions_flag", | |
| "138": "functional_status", | |
| "139": "fvc_percent_predicted", | |
| "140": "gerd_flag", | |
| "141": "global_disease_vas_patient", | |
| "142": "global_disease_vas_physician", | |
| "143": "gold_group", | |
| "144": "hamd_score", | |
| "145": "haq_di_score", | |
| "146": "hba1c_level", | |
| "147": "hdl_cholesterol_level", | |
| "148": "heart_failure_etiology", | |
| "149": "heart_failure_event_type", | |
| "150": "heart_failure_flag", | |
| "151": "heart_failure_primary_cause", | |
| "152": "heart_failure_primary_cause_other", | |
| "153": "heart_failure_type", | |
| "154": "heart_rate", | |
| "155": "height", | |
| "156": "hemoglobin_level", | |
| "157": "hepatitis_b_status", | |
| "158": "hepatitis_c_status", | |
| "159": "her2_status", | |
| "160": "hiv_status", | |
| "161": "hla_b27_status", | |
| "162": "hospitalization_heart_failure_flag", | |
| "163": "hpylori_status", | |
| "164": "hsct_details_note", | |
| "165": "hyperinflation_rv_tlc_flag", | |
| "166": "hyperinflation_rv_tlc_tlc_flag", | |
| "167": "hypertension_flag", | |
| "168": "icans_grade", | |
| "169": "imaging_extramedullary_involvement_sites_reported", | |
| "170": "imaging_joint_inflammation_flag", | |
| "171": "imaging_joint_space_narrowing_grade", | |
| "172": "imaging_leukemia_involvement_flag", | |
| "173": "imaging_lymphoma_involvement_flag", | |
| "174": "imaging_myeloma_findings_reported", | |
| "175": "imaging_progressive_disease_sites_reported", | |
| "176": "imaging_reporting_standard_flag", | |
| "177": "imaging_suv_max", | |
| "178": "imaging_type", | |
| "179": "immunophenotyping_marker_reported", | |
| "180": "infusion_reaction_flag", | |
| "181": "inhaler_technique_assessment", | |
| "182": "initial_diagnostic_method", | |
| "183": "insurance_type", | |
| "184": "ischemic_heart_disease_flag", | |
| "185": "iv_diuretic_use_flag", | |
| "186": "last_visit_date", | |
| "187": "ldh_level_category", | |
| "188": "ldl_cholesterol_level", | |
| "189": "leeds_enthesitis_index", | |
| "190": "length_of_stay_days", | |
| "191": "leukemia_risk_stratification", | |
| "192": "long_covid_symptoms_reported", | |
| "193": "long_term_oxygen_therapy_flag", | |
| "194": "long_term_toxicity_reported", | |
| "195": "loss_of_response_date", | |
| "196": "lost_followup_flag", | |
| "197": "lugano_classification", | |
| "198": "lvef_percent", | |
| "199": "madrs_score", | |
| "200": "malnutrition_flag", | |
| "201": "manufacturing_issue_note", | |
| "202": "measurement_date", | |
| "203": "measurement_lower_limit", | |
| "204": "measurement_unit", | |
| "205": "measurement_upper_limit", | |
| "206": "medication_adherence_assessment", | |
| "207": "mild_exacerbation_count", | |
| "208": "minicog_score", | |
| "209": "mmrc_dyspnea_score", | |
| "210": "mmse_score", | |
| "211": "moca_score", | |
| "212": "moderate_exacerbation_count", | |
| "213": "molecular_genetic_marker_reported", | |
| "214": "mortality_30day_flag", | |
| "215": "niv_bipap_flag", | |
| "216": "nodal_mass_size", | |
| "217": "note_date", | |
| "218": "note_text", | |
| "219": "note_type", | |
| "220": "nutritional_status", | |
| "221": "nyha_class", | |
| "222": "obesity_flag", | |
| "223": "opioid_use_flag", | |
| "224": "osteoporosis_flag", | |
| "225": "other_inhaled_exposure_status", | |
| "226": "oxygen_requirement_status", | |
| "227": "pacu_discharge_intermediate_care_flag", | |
| "228": "pain_vas", | |
| "229": "pasdas_score", | |
| "230": "pasqal_tool_used_flag", | |
| "231": "past_surgical_history_reported", | |
| "232": "peripheral_arterial_disease_flag", | |
| "233": "person_id", | |
| "234": "phq9_score", | |
| "235": "physical_activity_flag", | |
| "236": "platelet_count", | |
| "237": "polypharmacy_status", | |
| "238": "postoperative_complication_flag", | |
| "239": "postoperative_delirium_flag", | |
| "240": "postoperative_delirium_history_flag", | |
| "241": "pr_status", | |
| "242": "prescription_days_supply", | |
| "243": "prescription_dispense_date", | |
| "244": "pretreatment_screening_reported", | |
| "245": "prior_corticosteroids_count", | |
| "246": "prior_dmards_count", | |
| "247": "prior_nsaids_count", | |
| "248": "procedure_code", | |
| "249": "procedure_date", | |
| "250": "procedure_notes", | |
| "251": "provider_specialty", | |
| "252": "psa_subtype", | |
| "253": "pulmonary_hypertension_flag", | |
| "254": "ra_functional_class", | |
| "255": "race", | |
| "256": "radiation_fraction_count", | |
| "257": "radiation_fraction_dose", | |
| "258": "radiation_total_dose", | |
| "259": "radiation_treated_sites_reported", | |
| "260": "radiographic_stage", | |
| "261": "random_glucose_level", | |
| "262": "readmission_date", | |
| "263": "readmission_flag", | |
| "264": "readmission_prevention_measures_reported", | |
| "265": "readmission_reason", | |
| "266": "readmission_risk_score", | |
| "267": "relapse_confirmation_method", | |
| "268": "relapse_date", | |
| "269": "remission_flag", | |
| "270": "reported_allergy_drug", | |
| "271": "respiratory_insufficiency_flag", | |
| "272": "respiratory_insufficiency_type", | |
| "273": "respiratory_rate", | |
| "274": "rheumatoid_factor_level", | |
| "275": "rheumatoid_factor_status", | |
| "276": "rso2_baseline_percent", | |
| "277": "rv_percent_predicted", | |
| "278": "rv_tlc_ratio", | |
| "279": "serum_albumin_level", | |
| "280": "serum_calcium_level", | |
| "281": "serum_free_light_chain_level", | |
| "282": "severe_exacerbation_count", | |
| "283": "sex", | |
| "284": "sf36_score", | |
| "285": "sleep_apnea_flag", | |
| "286": "smoking_status", | |
| "287": "social_determinants_reported", | |
| "288": "social_support_assessment", | |
| "289": "sparcc_score", | |
| "290": "spirometry_reversibility_flag", | |
| "291": "steroid_equivalent_dose", | |
| "292": "steroid_taper_duration", | |
| "293": "substance_use_history_reported", | |
| "294": "support_system_assessment", | |
| "295": "supportive_medication_reported", | |
| "296": "surgical_risk_classification", | |
| "297": "surgical_specialty", | |
| "298": "symptoms_at_presentation_reported", | |
| "299": "synovial_fluid_analysis_reported", | |
| "300": "systolic_bp", | |
| "301": "temperature", | |
| "302": "therapeutic_adherence_assessment", | |
| "303": "therapeutic_class", | |
| "304": "time_from_diagnosis_to_biologic", | |
| "305": "tlc_percent_predicted", | |
| "306": "total_cholesterol_level", | |
| "307": "toxicity_grade", | |
| "308": "treatment_cycle_count", | |
| "309": "treatment_end_date", | |
| "310": "treatment_inefficacy_flag", | |
| "311": "treatment_intent", | |
| "312": "treatment_line", | |
| "313": "treatment_modification_date", | |
| "314": "treatment_modification_reason", | |
| "315": "treatment_modification_type", | |
| "316": "treatment_start_date", | |
| "317": "treatment_switch_count", | |
| "318": "treatment_type", | |
| "319": "triglycerides_level", | |
| "320": "troponin_level", | |
| "321": "tumor_grade", | |
| "322": "tumor_stage_m", | |
| "323": "tumor_stage_n", | |
| "324": "tumor_stage_t", | |
| "325": "ultrasound_doppler_grade", | |
| "326": "urine_albumin_creatinine_ratio", | |
| "327": "visit_end_date", | |
| "328": "visit_id", | |
| "329": "visit_start_date", | |
| "330": "visit_type", | |
| "331": "wbc_count", | |
| "332": "weight", | |
| "333": "worsening_heart_failure_episode_order", | |
| "334": "worsening_heart_failure_event_type", | |
| "335": "worsening_heart_failure_flag", | |
| "336": "worsening_heart_failure_start_date" | |
| }, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "a1at_status": 0, | |
| "acq_score": 1, | |
| "act_score": 2, | |
| "adas_cog_score": 3, | |
| "admission_date": 4, | |
| "admission_id": 5, | |
| "admission_reason": 6, | |
| "admission_source": 7, | |
| "adverse_event_flag": 8, | |
| "adverse_event_management_end_date": 9, | |
| "adverse_event_management_start_date": 10, | |
| "adverse_event_management_type": 11, | |
| "adverse_event_permanent_discontinuation_flag": 12, | |
| "adverse_event_type": 13, | |
| "age": 14, | |
| "alcohol_status": 15, | |
| "allergy_reaction_type": 16, | |
| "allergy_severity": 17, | |
| "ami_event_date": 18, | |
| "ana_result_status": 19, | |
| "anesthesia_type": 20, | |
| "animal_verbal_fluency_score": 21, | |
| "ann_arbor_stage": 22, | |
| "anti_ccp_level": 23, | |
| "anti_ccp_status": 24, | |
| "anxiety_depression_flag": 25, | |
| "asa_physical_status": 26, | |
| "asdas_score": 27, | |
| "asthma_flag": 28, | |
| "atrial_fibrillation_flag": 29, | |
| "autoimmune_condition_reported": 30, | |
| "basdai_score": 31, | |
| "basfi_score": 32, | |
| "benzodiazepine_use_flag": 33, | |
| "best_response_date": 34, | |
| "beta2_microglobulin_level": 35, | |
| "biopsy_results_note": 36, | |
| "biopsy_type": 37, | |
| "birth_date": 38, | |
| "bmi": 39, | |
| "bmi_category": 40, | |
| "bone_marrow_involvement_flag": 41, | |
| "bone_marrow_plasma_cell_percent": 42, | |
| "breast_cancer_flag": 43, | |
| "bronchiectasis_flag": 44, | |
| "cancer_history_flag": 45, | |
| "cardiovascular_disease_flag": 46, | |
| "care_site_id": 47, | |
| "cart_manufacturing_completion_date": 48, | |
| "cart_manufacturing_delay_reason": 49, | |
| "cart_manufacturing_start_date": 50, | |
| "cart_target_antigen": 51, | |
| "cat_score": 52, | |
| "cause_of_death_code": 53, | |
| "cdr_score": 54, | |
| "charlson_comorbidity_index": 55, | |
| "chronic_bronchitis_flag": 56, | |
| "chronic_kidney_disease_flag": 57, | |
| "ck_mb_level": 58, | |
| "clinical_response": 59, | |
| "cns_risk_stratification_category": 60, | |
| "comorbidities_reported": 61, | |
| "concomitant_corticosteroid_flag": 62, | |
| "concomitant_csdmard_flag": 63, | |
| "condition_status": 64, | |
| "copd_flag": 65, | |
| "copd_severity_stage": 66, | |
| "covid19_severity": 67, | |
| "covid19_test_date": 68, | |
| "covid19_test_result": 69, | |
| "covid19_vaccination_date": 70, | |
| "covid19_vaccination_status": 71, | |
| "cpet_assessment": 72, | |
| "crab_features_reported": 73, | |
| "creatinine_level": 74, | |
| "crp_level": 75, | |
| "crs_grade": 76, | |
| "cytogenetics_result": 77, | |
| "dactylitis_severity_score": 78, | |
| "dapsa_score": 79, | |
| "death_date": 80, | |
| "death_flag": 81, | |
| "dementia_flag": 82, | |
| "diabetes_flag": 83, | |
| "diagnosis_code": 84, | |
| "diagnosis_date": 85, | |
| "diastolic_bp": 86, | |
| "discharge_date": 87, | |
| "discharge_destination": 88, | |
| "discharge_medications_reported": 89, | |
| "discontinuation_reason": 90, | |
| "disease_activity_score_das28": 91, | |
| "dlco_percent_predicted": 92, | |
| "drug_administration_frequency": 93, | |
| "drug_dose": 94, | |
| "drug_name": 95, | |
| "drug_regimen_name": 96, | |
| "drug_route": 97, | |
| "dyslipidemia_flag": 98, | |
| "ecog_performance_status": 99, | |
| "education_years": 100, | |
| "egfr_level": 101, | |
| "emphysema_flag": 102, | |
| "eortc_qlq_c30_emotional_score": 103, | |
| "eortc_qlq_c30_fatigue_score": 104, | |
| "eortc_qlq_c30_global_health_score": 105, | |
| "eortc_qlq_c30_nausea_vomiting_score": 106, | |
| "eortc_qlq_c30_pain_score": 107, | |
| "eortc_qlq_c30_physical_score": 108, | |
| "eortc_qlq_c30_role_score": 109, | |
| "eosinophil_category": 110, | |
| "eosinophilic_inflammation_v1_flag": 111, | |
| "eosinophilic_inflammation_v2_flag": 112, | |
| "eq5d_score": 113, | |
| "er_status": 114, | |
| "erosion_score": 115, | |
| "esr_level": 116, | |
| "exercise_intolerance_6mwt_flag": 117, | |
| "exertional_desaturation_flag": 118, | |
| "extra_articular_manifestation_flag": 119, | |
| "extra_articular_manifestation_reported": 120, | |
| "extranodal_sites_reported": 121, | |
| "fact_lym_emotional_score": 122, | |
| "fact_lym_lymphoma_subscale_score": 123, | |
| "fact_lym_physical_score": 124, | |
| "fact_lym_total_score": 125, | |
| "family_history_reported": 126, | |
| "fasting_glucose_level": 127, | |
| "feno_above_threshold_flag": 128, | |
| "feno_level": 129, | |
| "ferritin_level": 130, | |
| "fev1_gold_stage": 131, | |
| "fev1_percent_predicted": 132, | |
| "follow_up_appointment_scheduled_flag": 133, | |
| "follow_up_specialty": 134, | |
| "frailty_status": 135, | |
| "frequent_exacerbator_flag": 136, | |
| "frequent_readmissions_flag": 137, | |
| "functional_status": 138, | |
| "fvc_percent_predicted": 139, | |
| "gerd_flag": 140, | |
| "global_disease_vas_patient": 141, | |
| "global_disease_vas_physician": 142, | |
| "gold_group": 143, | |
| "hamd_score": 144, | |
| "haq_di_score": 145, | |
| "hba1c_level": 146, | |
| "hdl_cholesterol_level": 147, | |
| "heart_failure_etiology": 148, | |
| "heart_failure_event_type": 149, | |
| "heart_failure_flag": 150, | |
| "heart_failure_primary_cause": 151, | |
| "heart_failure_primary_cause_other": 152, | |
| "heart_failure_type": 153, | |
| "heart_rate": 154, | |
| "height": 155, | |
| "hemoglobin_level": 156, | |
| "hepatitis_b_status": 157, | |
| "hepatitis_c_status": 158, | |
| "her2_status": 159, | |
| "hiv_status": 160, | |
| "hla_b27_status": 161, | |
| "hospitalization_heart_failure_flag": 162, | |
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