| | --- |
| | dataset_info: |
| | - config_name: adverse_event_prediction_conversational_classification |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 84016137 |
| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 21030637 |
| | num_examples: 3548 |
| | download_size: 44290419 |
| | dataset_size: 105046774 |
| | - config_name: adverse_event_prediction_conversational_regression |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: float64 |
| | splits: |
| | - name: train |
| | num_bytes: 86097191 |
| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 21544585 |
| | num_examples: 3548 |
| | download_size: 44776469 |
| | dataset_size: 107641776 |
| | - config_name: adverse_event_prediction_processed |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: Title |
| | dtype: string |
| | - name: Summary |
| | dtype: string |
| | - name: Keywords |
| | dtype: string |
| | - name: Condition |
| | dtype: string |
| | - name: Condition_Keywords |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: Eligibility_Criteria |
| | dtype: string |
| | - name: Interventions |
| | dtype: string |
| | - name: Study Design |
| | dtype: string |
| | - name: Additional_Info |
| | dtype: string |
| | - name: Phase |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | - name: Label_Regre |
| | dtype: float64 |
| | splits: |
| | - name: train |
| | num_bytes: 100716799 |
| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 25113655 |
| | num_examples: 3548 |
| | download_size: 47434759 |
| | dataset_size: 125830454 |
| | - config_name: adverse_event_prediction_source |
| | features: |
| | - name: 'Unnamed: 0' |
| | dtype: string |
| | - name: Active Comparator Arm Number |
| | dtype: float64 |
| | - name: Behavioral intervention Number |
| | dtype: float64 |
| | - name: Biological intervention Number |
| | dtype: float64 |
| | - name: Combination Product intervention Number |
| | dtype: float64 |
| | - name: Device intervention Number |
| | dtype: float64 |
| | - name: Diagnostic Test intervention Number |
| | dtype: float64 |
| | - name: Dietary Supplement intervention Number |
| | dtype: float64 |
| | - name: Drug intervention Number |
| | dtype: float64 |
| | - name: Experimental Arm Number |
| | dtype: float64 |
| | - name: Genetic intervention Number |
| | dtype: float64 |
| | - name: MaskingType-Care Provider |
| | dtype: float64 |
| | - name: MaskingType-Investigator |
| | dtype: float64 |
| | - name: MaskingType-Outcomes Assessor |
| | dtype: float64 |
| | - name: MaskingType-Participant |
| | dtype: float64 |
| | - name: No Intervention Arm Number |
| | dtype: float64 |
| | - name: Other Arm Number |
| | dtype: float64 |
| | - name: Other intervention Number |
| | dtype: float64 |
| | - name: Placebo Comparator Arm Number |
| | dtype: float64 |
| | - name: Procedure intervention Number |
| | dtype: float64 |
| | - name: Radiation intervention Number |
| | dtype: float64 |
| | - name: Sham Comparator Arm Number |
| | dtype: float64 |
| | - name: brief_summary/textblock |
| | dtype: string |
| | - name: brief_title |
| | dtype: string |
| | - name: condition |
| | dtype: string |
| | - name: condition_browse/mesh_term |
| | dtype: string |
| | - name: eligibility/criteria/textblock |
| | dtype: string |
| | - name: eligibility/gender |
| | dtype: string |
| | - name: eligibility/healthy_volunteers |
| | dtype: string |
| | - name: eligibility/maximum_age |
| | dtype: string |
| | - name: eligibility/minimum_age |
| | dtype: string |
| | - name: enrollment |
| | dtype: float64 |
| | - name: has_expanded_access |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: intervention/description |
| | dtype: string |
| | - name: intervention/intervention_name |
| | dtype: string |
| | - name: intervention_browse/mesh_term |
| | dtype: string |
| | - name: ipd_info_type-Analytic Code |
| | dtype: float64 |
| | - name: ipd_info_type-Clinical Study Report (CSR) |
| | dtype: float64 |
| | - name: ipd_info_type-Informed Consent Form (ICF) |
| | dtype: float64 |
| | - name: ipd_info_type-Statistical Analysis Plan (SAP) |
| | dtype: float64 |
| | - name: ipd_info_type-Study Protocol |
| | dtype: float64 |
| | - name: keyword |
| | dtype: string |
| | - name: location/facility/address/city |
| | dtype: string |
| | - name: number_of_arms |
| | dtype: float64 |
| | - name: oversight_info/has_dmc |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_device |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_drug |
| | dtype: string |
| | - name: patient_data/sharing_ipd |
| | dtype: string |
| | - name: phase |
| | dtype: string |
| | - name: responsible_party/responsible_party_type |
| | dtype: string |
| | - name: smiless |
| | dtype: string |
| | - name: sponsors/lead_sponsor/agency_class |
| | dtype: string |
| | - name: study_design_info/allocation |
| | dtype: string |
| | - name: study_design_info/intervention_model |
| | dtype: string |
| | - name: study_design_info/intervention_model_description |
| | dtype: string |
| | - name: study_design_info/masking |
| | dtype: string |
| | - name: study_design_info/masking_description |
| | dtype: string |
| | - name: study_design_info/masking_num |
| | dtype: float64 |
| | - name: study_design_info/primary_purpose |
| | dtype: string |
| | - name: study_type |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | - name: Label_Regre |
| | dtype: float64 |
| | splits: |
| | - name: train |
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| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 20345359 |
| | num_examples: 3548 |
| | download_size: 44123195 |
| | dataset_size: 101755620 |
| | - config_name: mortality_rate_prediction_conversational_classification |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 83778327 |
| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 20971883 |
| | num_examples: 3548 |
| | download_size: 44260104 |
| | dataset_size: 104750210 |
| | - config_name: mortality_rate_prediction_conversational_regression |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: float64 |
| | splits: |
| | - name: train |
| | num_bytes: 85621166 |
| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 21427040 |
| | num_examples: 3548 |
| | download_size: 44659960 |
| | dataset_size: 107048206 |
| | - config_name: mortality_rate_prediction_processed |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: Title |
| | dtype: string |
| | - name: Summary |
| | dtype: string |
| | - name: Keywords |
| | dtype: string |
| | - name: Condition |
| | dtype: string |
| | - name: Condition_Keywords |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: Eligibility_Criteria |
| | dtype: string |
| | - name: Interventions |
| | dtype: string |
| | - name: Study Design |
| | dtype: string |
| | - name: Additional_Info |
| | dtype: string |
| | - name: Phase |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | - name: Label_Regre |
| | dtype: float64 |
| | splits: |
| | - name: train |
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| | num_examples: 14368 |
| | - name: test |
| | num_bytes: 25148142 |
| | num_examples: 3548 |
| | download_size: 47402438 |
| | dataset_size: 126004669 |
| | - config_name: mortality_rate_prediction_source |
| | features: |
| | - name: 'Unnamed: 0' |
| | dtype: string |
| | - name: Active Comparator Arm Number |
| | dtype: float64 |
| | - name: Behavioral intervention Number |
| | dtype: float64 |
| | - name: Biological intervention Number |
| | dtype: float64 |
| | - name: Combination Product intervention Number |
| | dtype: float64 |
| | - name: Device intervention Number |
| | dtype: float64 |
| | - name: Diagnostic Test intervention Number |
| | dtype: float64 |
| | - name: Dietary Supplement intervention Number |
| | dtype: float64 |
| | - name: Drug intervention Number |
| | dtype: float64 |
| | - name: Experimental Arm Number |
| | dtype: float64 |
| | - name: Genetic intervention Number |
| | dtype: float64 |
| | - name: MaskingType-Care Provider |
| | dtype: float64 |
| | - name: MaskingType-Investigator |
| | dtype: float64 |
| | - name: MaskingType-Outcomes Assessor |
| | dtype: float64 |
| | - name: MaskingType-Participant |
| | dtype: float64 |
| | - name: No Intervention Arm Number |
| | dtype: float64 |
| | - name: Other Arm Number |
| | dtype: float64 |
| | - name: Other intervention Number |
| | dtype: float64 |
| | - name: Placebo Comparator Arm Number |
| | dtype: float64 |
| | - name: Procedure intervention Number |
| | dtype: float64 |
| | - name: Radiation intervention Number |
| | dtype: float64 |
| | - name: Sham Comparator Arm Number |
| | dtype: float64 |
| | - name: brief_summary/textblock |
| | dtype: string |
| | - name: brief_title |
| | dtype: string |
| | - name: condition |
| | dtype: string |
| | - name: condition_browse/mesh_term |
| | dtype: string |
| | - name: eligibility/criteria/textblock |
| | dtype: string |
| | - name: eligibility/gender |
| | dtype: string |
| | - name: eligibility/healthy_volunteers |
| | dtype: string |
| | - name: eligibility/maximum_age |
| | dtype: string |
| | - name: eligibility/minimum_age |
| | dtype: string |
| | - name: enrollment |
| | dtype: float64 |
| | - name: has_expanded_access |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: intervention/description |
| | dtype: string |
| | - name: intervention/intervention_name |
| | dtype: string |
| | - name: intervention_browse/mesh_term |
| | dtype: string |
| | - name: ipd_info_type-Analytic Code |
| | dtype: float64 |
| | - name: ipd_info_type-Clinical Study Report (CSR) |
| | dtype: float64 |
| | - name: ipd_info_type-Informed Consent Form (ICF) |
| | dtype: float64 |
| | - name: ipd_info_type-Statistical Analysis Plan (SAP) |
| | dtype: float64 |
| | - name: ipd_info_type-Study Protocol |
| | dtype: float64 |
| | - name: keyword |
| | dtype: string |
| | - name: location/facility/address/city |
| | dtype: string |
| | - name: number_of_arms |
| | dtype: float64 |
| | - name: oversight_info/has_dmc |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_device |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_drug |
| | dtype: string |
| | - name: patient_data/sharing_ipd |
| | dtype: string |
| | - name: phase |
| | dtype: string |
| | - name: responsible_party/responsible_party_type |
| | dtype: string |
| | - name: smiless |
| | dtype: string |
| | - name: sponsors/lead_sponsor/agency_class |
| | dtype: string |
| | - name: study_design_info/allocation |
| | dtype: string |
| | - name: study_design_info/intervention_model |
| | dtype: string |
| | - name: study_design_info/intervention_model_description |
| | dtype: string |
| | - name: study_design_info/masking |
| | dtype: string |
| | - name: study_design_info/masking_description |
| | dtype: string |
| | - name: study_design_info/masking_num |
| | dtype: float64 |
| | - name: study_design_info/primary_purpose |
| | dtype: string |
| | - name: study_type |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | - name: Label_Regre |
| | dtype: float64 |
| | splits: |
| | - name: train |
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| | num_examples: 14368 |
| | - name: test |
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| | num_examples: 3548 |
| | download_size: 44089672 |
| | dataset_size: 101786475 |
| | - config_name: patient_dropout_prediction_conversational_classification |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: string |
| | splits: |
| | - name: train |
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| | num_examples: 30561 |
| | - name: test |
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| | num_examples: 7741 |
| | download_size: 84344401 |
| | dataset_size: 203399807 |
| | - config_name: patient_dropout_prediction_conversational_regression |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: float64 |
| | splits: |
| | - name: train |
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| | num_examples: 30561 |
| | - name: test |
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| | num_examples: 7741 |
| | download_size: 85381570 |
| | dataset_size: 208457707 |
| | - config_name: patient_dropout_prediction_processed |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: Title |
| | dtype: string |
| | - name: Summary |
| | dtype: string |
| | - name: Keywords |
| | dtype: string |
| | - name: Condition |
| | dtype: string |
| | - name: Condition_Keywords |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: Eligibility_Criteria |
| | dtype: string |
| | - name: Interventions |
| | dtype: string |
| | - name: Study Design |
| | dtype: string |
| | - name: Additional_Info |
| | dtype: string |
| | - name: Phase |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | - name: Label_Regre |
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| | - name: train |
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| | num_examples: 30561 |
| | - name: test |
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| | num_examples: 7741 |
| | download_size: 100003488 |
| | dataset_size: 267559543 |
| | - config_name: patient_dropout_prediction_source |
| | features: |
| | - name: 'Unnamed: 0' |
| | dtype: string |
| | - name: Active Comparator Arm Number |
| | dtype: float64 |
| | - name: Behavioral intervention Number |
| | dtype: float64 |
| | - name: Biological intervention Number |
| | dtype: float64 |
| | - name: Combination Product intervention Number |
| | dtype: float64 |
| | - name: Device intervention Number |
| | dtype: float64 |
| | - name: Diagnostic Test intervention Number |
| | dtype: float64 |
| | - name: Dietary Supplement intervention Number |
| | dtype: float64 |
| | - name: Drug intervention Number |
| | dtype: float64 |
| | - name: Experimental Arm Number |
| | dtype: float64 |
| | - name: Genetic intervention Number |
| | dtype: float64 |
| | - name: MaskingType-Care Provider |
| | dtype: float64 |
| | - name: MaskingType-Investigator |
| | dtype: float64 |
| | - name: MaskingType-Outcomes Assessor |
| | dtype: float64 |
| | - name: MaskingType-Participant |
| | dtype: float64 |
| | - name: No Intervention Arm Number |
| | dtype: float64 |
| | - name: Other Arm Number |
| | dtype: float64 |
| | - name: Other intervention Number |
| | dtype: float64 |
| | - name: Placebo Comparator Arm Number |
| | dtype: float64 |
| | - name: Procedure intervention Number |
| | dtype: float64 |
| | - name: Radiation intervention Number |
| | dtype: float64 |
| | - name: Sham Comparator Arm Number |
| | dtype: float64 |
| | - name: brief_summary/textblock |
| | dtype: string |
| | - name: brief_title |
| | dtype: string |
| | - name: condition |
| | dtype: string |
| | - name: condition_browse/mesh_term |
| | dtype: string |
| | - name: eligibility/criteria/textblock |
| | dtype: string |
| | - name: eligibility/gender |
| | dtype: string |
| | - name: eligibility/healthy_volunteers |
| | dtype: string |
| | - name: eligibility/maximum_age |
| | dtype: string |
| | - name: eligibility/minimum_age |
| | dtype: string |
| | - name: enrollment |
| | dtype: float64 |
| | - name: has_expanded_access |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: intervention/description |
| | dtype: string |
| | - name: intervention/intervention_name |
| | dtype: string |
| | - name: intervention_browse/mesh_term |
| | dtype: string |
| | - name: ipd_info_type-Analytic Code |
| | dtype: float64 |
| | - name: ipd_info_type-Clinical Study Report (CSR) |
| | dtype: float64 |
| | - name: ipd_info_type-Informed Consent Form (ICF) |
| | dtype: float64 |
| | - name: ipd_info_type-Statistical Analysis Plan (SAP) |
| | dtype: float64 |
| | - name: ipd_info_type-Study Protocol |
| | dtype: float64 |
| | - name: keyword |
| | dtype: string |
| | - name: location/facility/address/city |
| | dtype: string |
| | - name: number_of_arms |
| | dtype: float64 |
| | - name: oversight_info/has_dmc |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_device |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_drug |
| | dtype: string |
| | - name: patient_data/sharing_ipd |
| | dtype: string |
| | - name: phase |
| | dtype: string |
| | - name: responsible_party/responsible_party_type |
| | dtype: string |
| | - name: smiless |
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| | - name: sponsors/lead_sponsor/agency_class |
| | dtype: string |
| | - name: study_design_info/allocation |
| | dtype: string |
| | - name: study_design_info/intervention_model |
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| | - name: study_design_info/intervention_model_description |
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| | - name: study_design_info/primary_purpose |
| | dtype: string |
| | - name: study_type |
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| | - name: Label_Class |
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| | - name: Label_Regre |
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| | - name: test |
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| | download_size: 83644911 |
| | dataset_size: 195102767 |
| | - config_name: trial_approval_prediction_conversational_classification |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: string |
| | splits: |
| | - name: train |
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| | num_examples: 24468 |
| | - name: test |
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| | num_examples: 6215 |
| | download_size: 65859802 |
| | dataset_size: 158884016 |
| | - config_name: trial_approval_prediction_processed |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: Title |
| | dtype: string |
| | - name: Summary |
| | dtype: string |
| | - name: Keywords |
| | dtype: string |
| | - name: Condition |
| | dtype: string |
| | - name: Condition_Keywords |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: Eligibility_Criteria |
| | dtype: string |
| | - name: Interventions |
| | dtype: string |
| | - name: Study Design |
| | dtype: string |
| | - name: Additional_Info |
| | dtype: string |
| | - name: Phase |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | splits: |
| | - name: train |
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| | num_examples: 24468 |
| | - name: test |
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| | num_examples: 6215 |
| | download_size: 69819373 |
| | dataset_size: 195896102 |
| | - config_name: trial_approval_prediction_source |
| | features: |
| | - name: 'Unnamed: 0' |
| | dtype: string |
| | - name: Active Comparator Arm Number |
| | dtype: float64 |
| | - name: Behavioral intervention Number |
| | dtype: float64 |
| | - name: Biological intervention Number |
| | dtype: float64 |
| | - name: Combination Product intervention Number |
| | dtype: float64 |
| | - name: Device intervention Number |
| | dtype: float64 |
| | - name: Diagnostic Test intervention Number |
| | dtype: float64 |
| | - name: Dietary Supplement intervention Number |
| | dtype: float64 |
| | - name: Drug intervention Number |
| | dtype: float64 |
| | - name: Experimental Arm Number |
| | dtype: float64 |
| | - name: Genetic intervention Number |
| | dtype: float64 |
| | - name: MaskingType-Care Provider |
| | dtype: float64 |
| | - name: MaskingType-Investigator |
| | dtype: float64 |
| | - name: MaskingType-Outcomes Assessor |
| | dtype: float64 |
| | - name: MaskingType-Participant |
| | dtype: float64 |
| | - name: No Intervention Arm Number |
| | dtype: float64 |
| | - name: Other Arm Number |
| | dtype: float64 |
| | - name: Other intervention Number |
| | dtype: float64 |
| | - name: Placebo Comparator Arm Number |
| | dtype: float64 |
| | - name: Procedure intervention Number |
| | dtype: float64 |
| | - name: Radiation intervention Number |
| | dtype: float64 |
| | - name: Sham Comparator Arm Number |
| | dtype: float64 |
| | - name: brief_summary/textblock |
| | dtype: string |
| | - name: brief_title |
| | dtype: string |
| | - name: condition |
| | dtype: string |
| | - name: condition_browse/mesh_term |
| | dtype: string |
| | - name: eligibility/criteria/textblock |
| | dtype: string |
| | - name: eligibility/gender |
| | dtype: string |
| | - name: eligibility/healthy_volunteers |
| | dtype: string |
| | - name: eligibility/maximum_age |
| | dtype: string |
| | - name: eligibility/minimum_age |
| | dtype: string |
| | - name: enrollment |
| | dtype: float64 |
| | - name: has_expanded_access |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: intervention/description |
| | dtype: string |
| | - name: intervention/intervention_name |
| | dtype: string |
| | - name: intervention_browse/mesh_term |
| | dtype: string |
| | - name: ipd_info_type-Analytic Code |
| | dtype: float64 |
| | - name: ipd_info_type-Clinical Study Report (CSR) |
| | dtype: float64 |
| | - name: ipd_info_type-Informed Consent Form (ICF) |
| | dtype: float64 |
| | - name: ipd_info_type-Statistical Analysis Plan (SAP) |
| | dtype: float64 |
| | - name: ipd_info_type-Study Protocol |
| | dtype: float64 |
| | - name: keyword |
| | dtype: string |
| | - name: location/facility/address/city |
| | dtype: string |
| | - name: number_of_arms |
| | dtype: float64 |
| | - name: oversight_info/has_dmc |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_device |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_drug |
| | dtype: string |
| | - name: patient_data/sharing_ipd |
| | dtype: string |
| | - name: phase |
| | dtype: string |
| | - name: responsible_party/responsible_party_type |
| | dtype: string |
| | - name: smiless |
| | dtype: string |
| | - name: sponsors/lead_sponsor/agency_class |
| | dtype: string |
| | - name: study_design_info/allocation |
| | dtype: string |
| | - name: study_design_info/intervention_model |
| | dtype: string |
| | - name: study_design_info/masking_num |
| | dtype: float64 |
| | - name: study_design_info/primary_purpose |
| | dtype: string |
| | - name: study_type |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 119115210 |
| | num_examples: 24468 |
| | - name: test |
| | num_bytes: 30341896 |
| | num_examples: 6215 |
| | download_size: 64266586 |
| | dataset_size: 149457106 |
| | - config_name: trial_duration_prediction_conversational_classification |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: float64 |
| | splits: |
| | - name: train |
| | num_bytes: 186552802 |
| | num_examples: 34188 |
| | - name: test |
| | num_bytes: 50174441 |
| | num_examples: 8667 |
| | download_size: 97293893 |
| | dataset_size: 236727243 |
| | - config_name: trial_duration_prediction_processed |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: Title |
| | dtype: string |
| | - name: Summary |
| | dtype: string |
| | - name: Keywords |
| | dtype: string |
| | - name: Condition |
| | dtype: string |
| | - name: Condition_Keywords |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: Eligibility_Criteria |
| | dtype: string |
| | - name: Interventions |
| | dtype: string |
| | - name: Study Design |
| | dtype: string |
| | - name: Additional_Info |
| | dtype: string |
| | - name: Phase |
| | dtype: string |
| | - name: Label_Regre |
| | dtype: float64 |
| | splits: |
| | - name: train |
| | num_bytes: 206280839 |
| | num_examples: 34188 |
| | - name: test |
| | num_bytes: 55214728 |
| | num_examples: 8667 |
| | download_size: 98639384 |
| | dataset_size: 261495567 |
| | - config_name: trial_duration_prediction_source |
| | features: |
| | - name: 'Unnamed: 0' |
| | dtype: string |
| | - name: Active Comparator Arm Number |
| | dtype: float64 |
| | - name: Behavioral intervention Number |
| | dtype: float64 |
| | - name: Biological intervention Number |
| | dtype: float64 |
| | - name: Combination Product intervention Number |
| | dtype: float64 |
| | - name: Device intervention Number |
| | dtype: float64 |
| | - name: Diagnostic Test intervention Number |
| | dtype: float64 |
| | - name: Dietary Supplement intervention Number |
| | dtype: float64 |
| | - name: Drug intervention Number |
| | dtype: float64 |
| | - name: Experimental Arm Number |
| | dtype: float64 |
| | - name: Genetic intervention Number |
| | dtype: float64 |
| | - name: MaskingType-Care Provider |
| | dtype: float64 |
| | - name: MaskingType-Investigator |
| | dtype: float64 |
| | - name: MaskingType-Outcomes Assessor |
| | dtype: float64 |
| | - name: MaskingType-Participant |
| | dtype: float64 |
| | - name: No Intervention Arm Number |
| | dtype: float64 |
| | - name: Other Arm Number |
| | dtype: float64 |
| | - name: Other intervention Number |
| | dtype: float64 |
| | - name: Placebo Comparator Arm Number |
| | dtype: float64 |
| | - name: Procedure intervention Number |
| | dtype: float64 |
| | - name: Radiation intervention Number |
| | dtype: float64 |
| | - name: Sham Comparator Arm Number |
| | dtype: float64 |
| | - name: brief_summary/textblock |
| | dtype: string |
| | - name: brief_title |
| | dtype: string |
| | - name: condition |
| | dtype: string |
| | - name: condition_browse/mesh_term |
| | dtype: string |
| | - name: eligibility/criteria/textblock |
| | dtype: string |
| | - name: eligibility/gender |
| | dtype: string |
| | - name: eligibility/healthy_volunteers |
| | dtype: string |
| | - name: eligibility/maximum_age |
| | dtype: string |
| | - name: eligibility/minimum_age |
| | dtype: string |
| | - name: has_expanded_access |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: intervention/description |
| | dtype: string |
| | - name: intervention/intervention_name |
| | dtype: string |
| | - name: intervention_browse/mesh_term |
| | dtype: string |
| | - name: keyword |
| | dtype: string |
| | - name: location/facility/address/city |
| | dtype: string |
| | - name: number_of_arms |
| | dtype: float64 |
| | - name: phase |
| | dtype: string |
| | - name: responsible_party/responsible_party_type |
| | dtype: string |
| | - name: smiless |
| | dtype: string |
| | - name: sponsors/lead_sponsor/agency_class |
| | dtype: string |
| | - name: study_design_info/allocation |
| | dtype: string |
| | - name: study_design_info/intervention_model |
| | dtype: string |
| | - name: study_design_info/intervention_model_description |
| | dtype: string |
| | - name: study_design_info/masking |
| | dtype: string |
| | - name: study_design_info/masking_description |
| | dtype: string |
| | - name: study_design_info/masking_num |
| | dtype: float64 |
| | - name: study_design_info/primary_purpose |
| | dtype: string |
| | - name: study_type |
| | dtype: string |
| | - name: Label_Regre |
| | dtype: float64 |
| | splits: |
| | - name: train |
| | num_bytes: 171214102 |
| | num_examples: 34188 |
| | - name: test |
| | num_bytes: 46326245 |
| | num_examples: 8667 |
| | download_size: 93316308 |
| | dataset_size: 217540347 |
| | - config_name: trial_failure_reason_identification_conversational_classification |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: prompt |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: completion |
| | list: |
| | - name: role |
| | dtype: string |
| | - name: content |
| | dtype: string |
| | - name: Label |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 86793821 |
| | num_examples: 16649 |
| | - name: test |
| | num_bytes: 21419130 |
| | num_examples: 4120 |
| | download_size: 44497660 |
| | dataset_size: 108212951 |
| | - config_name: trial_failure_reason_identification_processed |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: Title |
| | dtype: string |
| | - name: Summary |
| | dtype: string |
| | - name: Keywords |
| | dtype: string |
| | - name: Condition |
| | dtype: string |
| | - name: Condition_Keywords |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: Eligibility_Criteria |
| | dtype: string |
| | - name: Interventions |
| | dtype: string |
| | - name: Study Design |
| | dtype: string |
| | - name: Additional_Info |
| | dtype: string |
| | - name: Phase |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 90893448 |
| | num_examples: 16649 |
| | - name: test |
| | num_bytes: 22423390 |
| | num_examples: 4120 |
| | download_size: 42026859 |
| | dataset_size: 113316838 |
| | - config_name: trial_failure_reason_identification_source |
| | features: |
| | - name: 'Unnamed: 0' |
| | dtype: string |
| | - name: Behavioral intervention Number |
| | dtype: float64 |
| | - name: Biological intervention Number |
| | dtype: float64 |
| | - name: Combination Product intervention Number |
| | dtype: float64 |
| | - name: Dietary Supplement intervention Number |
| | dtype: float64 |
| | - name: Drug intervention Number |
| | dtype: float64 |
| | - name: Experimental Arm Number |
| | dtype: float64 |
| | - name: MaskingType-Care Provider |
| | dtype: float64 |
| | - name: MaskingType-Investigator |
| | dtype: float64 |
| | - name: MaskingType-Outcomes Assessor |
| | dtype: float64 |
| | - name: MaskingType-Participant |
| | dtype: float64 |
| | - name: Other Arm Number |
| | dtype: float64 |
| | - name: Placebo Comparator Arm Number |
| | dtype: float64 |
| | - name: Radiation intervention Number |
| | dtype: float64 |
| | - name: brief_summary/textblock |
| | dtype: string |
| | - name: brief_title |
| | dtype: string |
| | - name: condition |
| | dtype: string |
| | - name: condition_browse/mesh_term |
| | dtype: string |
| | - name: detailed_description/textblock |
| | dtype: string |
| | - name: eligibility/criteria/textblock |
| | dtype: string |
| | - name: eligibility/gender_description |
| | dtype: string |
| | - name: eligibility/healthy_volunteers |
| | dtype: string |
| | - name: eligibility/maximum_age |
| | dtype: string |
| | - name: eligibility/minimum_age |
| | dtype: string |
| | - name: icdcode |
| | dtype: string |
| | - name: intervention/intervention_name |
| | dtype: string |
| | - name: intervention/intervention_type |
| | dtype: string |
| | - name: intervention_browse/mesh_term |
| | dtype: string |
| | - name: ipd_info_type-Analytic Code |
| | dtype: float64 |
| | - name: ipd_info_type-Statistical Analysis Plan (SAP) |
| | dtype: float64 |
| | - name: ipd_info_type-Study Protocol |
| | dtype: float64 |
| | - name: keyword |
| | dtype: string |
| | - name: number_of_arms |
| | dtype: float64 |
| | - name: oversight_info/has_dmc |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_device |
| | dtype: string |
| | - name: oversight_info/is_fda_regulated_drug |
| | dtype: string |
| | - name: phase |
| | dtype: string |
| | - name: smiless |
| | dtype: string |
| | - name: study_design_info/allocation |
| | dtype: string |
| | - name: study_design_info/intervention_model |
| | dtype: string |
| | - name: study_design_info/intervention_model_description |
| | dtype: string |
| | - name: study_design_info/masking |
| | dtype: string |
| | - name: study_design_info/masking_num |
| | dtype: float64 |
| | - name: study_design_info/primary_purpose |
| | dtype: string |
| | - name: study_type |
| | dtype: string |
| | - name: Label_Class |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 94452725 |
| | num_examples: 16649 |
| | - name: test |
| | num_bytes: 23225496 |
| | num_examples: 4120 |
| | download_size: 53174698 |
| | dataset_size: 117678221 |
| | configs: |
| | - config_name: adverse_event_prediction_conversational_classification |
| | data_files: |
| | - split: train |
| | path: adverse_event_prediction_conversational_classification/train-* |
| | - split: test |
| | path: adverse_event_prediction_conversational_classification/test-* |
| | - config_name: adverse_event_prediction_conversational_regression |
| | data_files: |
| | - split: train |
| | path: adverse_event_prediction_conversational_regression/train-* |
| | - split: test |
| | path: adverse_event_prediction_conversational_regression/test-* |
| | - config_name: adverse_event_prediction_processed |
| | data_files: |
| | - split: train |
| | path: adverse_event_prediction_processed/train-* |
| | - split: test |
| | path: adverse_event_prediction_processed/test-* |
| | - config_name: adverse_event_prediction_source |
| | data_files: |
| | - split: train |
| | path: adverse_event_prediction_source/train-* |
| | - split: test |
| | path: adverse_event_prediction_source/test-* |
| | - config_name: mortality_rate_prediction_conversational_classification |
| | data_files: |
| | - split: train |
| | path: mortality_rate_prediction_conversational_classification/train-* |
| | - split: test |
| | path: mortality_rate_prediction_conversational_classification/test-* |
| | - config_name: mortality_rate_prediction_conversational_regression |
| | data_files: |
| | - split: train |
| | path: mortality_rate_prediction_conversational_regression/train-* |
| | - split: test |
| | path: mortality_rate_prediction_conversational_regression/test-* |
| | - config_name: mortality_rate_prediction_processed |
| | data_files: |
| | - split: train |
| | path: mortality_rate_prediction_processed/train-* |
| | - split: test |
| | path: mortality_rate_prediction_processed/test-* |
| | - config_name: mortality_rate_prediction_source |
| | data_files: |
| | - split: train |
| | path: mortality_rate_prediction_source/train-* |
| | - split: test |
| | path: mortality_rate_prediction_source/test-* |
| | - config_name: patient_dropout_prediction_conversational_classification |
| | data_files: |
| | - split: train |
| | path: patient_dropout_prediction_conversational_classification/train-* |
| | - split: test |
| | path: patient_dropout_prediction_conversational_classification/test-* |
| | - config_name: patient_dropout_prediction_conversational_regression |
| | data_files: |
| | - split: train |
| | path: patient_dropout_prediction_conversational_regression/train-* |
| | - split: test |
| | path: patient_dropout_prediction_conversational_regression/test-* |
| | - config_name: patient_dropout_prediction_processed |
| | data_files: |
| | - split: train |
| | path: patient_dropout_prediction_processed/train-* |
| | - split: test |
| | path: patient_dropout_prediction_processed/test-* |
| | - config_name: patient_dropout_prediction_source |
| | data_files: |
| | - split: train |
| | path: patient_dropout_prediction_source/train-* |
| | - split: test |
| | path: patient_dropout_prediction_source/test-* |
| | - config_name: trial_approval_prediction_conversational_classification |
| | data_files: |
| | - split: train |
| | path: trial_approval_prediction_conversational_classification/train-* |
| | - split: test |
| | path: trial_approval_prediction_conversational_classification/test-* |
| | - config_name: trial_approval_prediction_processed |
| | data_files: |
| | - split: train |
| | path: trial_approval_prediction_processed/train-* |
| | - split: test |
| | path: trial_approval_prediction_processed/test-* |
| | - config_name: trial_approval_prediction_source |
| | data_files: |
| | - split: train |
| | path: trial_approval_prediction_source/train-* |
| | - split: test |
| | path: trial_approval_prediction_source/test-* |
| | - config_name: trial_duration_prediction_conversational_classification |
| | data_files: |
| | - split: train |
| | path: trial_duration_prediction_conversational_classification/train-* |
| | - split: test |
| | path: trial_duration_prediction_conversational_classification/test-* |
| | - config_name: trial_duration_prediction_processed |
| | data_files: |
| | - split: train |
| | path: trial_duration_prediction_processed/train-* |
| | - split: test |
| | path: trial_duration_prediction_processed/test-* |
| | - config_name: trial_duration_prediction_source |
| | data_files: |
| | - split: train |
| | path: trial_duration_prediction_source/train-* |
| | - split: test |
| | path: trial_duration_prediction_source/test-* |
| | - config_name: trial_failure_reason_identification_conversational_classification |
| | data_files: |
| | - split: train |
| | path: trial_failure_reason_identification_conversational_classification/train-* |
| | - split: test |
| | path: trial_failure_reason_identification_conversational_classification/test-* |
| | - config_name: trial_failure_reason_identification_processed |
| | data_files: |
| | - split: train |
| | path: trial_failure_reason_identification_processed/train-* |
| | - split: test |
| | path: trial_failure_reason_identification_processed/test-* |
| | - config_name: trial_failure_reason_identification_source |
| | data_files: |
| | - split: train |
| | path: trial_failure_reason_identification_source/train-* |
| | - split: test |
| | path: trial_failure_reason_identification_source/test-* |
| | --- |
| | |
