| | --- |
| | license: cc-by-4.0 |
| | dataset_version: 0.2.3 |
| | dataset_info: |
| | features: |
| | - name: FEATURE_phases |
| | list: |
| | class_label: |
| | names: |
| | '0': NA |
| | '1': EARLY_PHASE1 |
| | '2': PHASE1 |
| | '3': PHASE2 |
| | '4': PHASE3 |
| | '5': PHASE4 |
| | - name: FEATURE_enrollmentCount |
| | dtype: int64 |
| | - name: FEATURE_allocation |
| | dtype: string |
| | - name: FEATURE_interventionModel |
| | dtype: string |
| | - name: FEATURE_primaryPurpose |
| | dtype: |
| | class_label: |
| | names: |
| | '0': TREATMENT |
| | '1': PREVENTION |
| | '2': DIAGNOSTIC |
| | '3': ECT |
| | '4': SUPPORTIVE_CARE |
| | '5': SCREENING |
| | '6': HEALTH_SERVICES_RESEARCH |
| | '7': BASIC_SCIENCE |
| | '8': DEVICE_FEASIBILITY |
| | '9': OTHER |
| | - name: FEATURE_masking |
| | dtype: |
| | class_label: |
| | names: |
| | '0': NONE |
| | '1': SINGLE |
| | '2': DOUBLE |
| | '3': TRIPLE |
| | '4': QUADRUPLE |
| | - name: FEATURE_healthyVolunteers |
| | dtype: bool |
| | - name: FEATURE_sex |
| | dtype: |
| | class_label: |
| | names: |
| | '0': ALL |
| | '1': FEMALE |
| | '2': MALE |
| | - name: FEATURE_oversightHasDmc |
| | dtype: bool |
| | - name: FEATURE_briefSummary |
| | dtype: string |
| | - name: FEATURE_detailedDescription |
| | dtype: string |
| | - name: FEATURE_conditions |
| | dtype: string |
| | - name: FEATURE_conditionsKeywords |
| | dtype: string |
| | - name: FEATURE_protocolPdfText |
| | dtype: string |
| | - name: FEATURE_numArms |
| | dtype: int64 |
| | - name: FEATURE_armDescriptions |
| | dtype: string |
| | - name: FEATURE_armGroupTypes |
| | list: |
| | class_label: |
| | names: |
| | '0': EXPERIMENTAL |
| | '1': ACTIVE_COMPARATOR |
| | '2': PLACEBO_COMPARATOR |
| | '3': SHAM_COMPARATOR |
| | '4': NO_INTERVENTION |
| | '5': OTHER |
| | - name: FEATURE_numInterventions |
| | dtype: int64 |
| | - name: FEATURE_interventionTypes |
| | list: |
| | class_label: |
| | names: |
| | '0': DRUG |
| | '1': DEVICE |
| | '2': BIOLOGICAL |
| | '3': PROCEDURE |
| | '4': RADIATION |
| | '5': BEHAVIORAL |
| | '6': GENETIC |
| | '7': DIETARY_SUPPLEMENT |
| | '8': COMBINATION_PRODUCT |
| | '9': DIAGNOSTIC_TEST |
| | '10': OTHER |
| | - name: FEATURE_interventionDescriptions |
| | dtype: string |
| | - name: FEATURE_interventionNames |
| | dtype: string |
| | - name: FEATURE_numLocations |
| | dtype: int64 |
| | - name: FEATURE_locationDetails |
| | dtype: string |
| | - name: LABEL_ct_level_ade_population |
| | dtype: int64 |
| | - name: LABEL_sum_dosing_errors |
| | dtype: int64 |
| | - name: LABEL_dosing_error_rate |
| | dtype: float32 |
| | - name: LABEL_wilson_label |
| | dtype: int64 |
| | - name: METADATA_nctId |
| | dtype: string |
| | - name: METADATA_overallStatus |
| | dtype: |
| | class_label: |
| | names: |
| | '0': ACTIVE_NOT_RECRUITING |
| | '1': COMPLETED |
| | '2': ENROLLING_BY_INVITATION |
| | '3': NOT_YET_RECRUITING |
| | '4': RECRUITING |
| | '5': SUSPENDED |
| | '6': TERMINATED |
| | '7': WITHDRAWN |
| | '8': AVAILABLE |
| | '9': NO_LONGER_AVAILABLE |
| | '10': TEMPORARILY_NOT_AVAILABLE |
| | '11': APPROVED_FOR_MARKETING |
| | '12': WITHHELD |
| | '13': UNKNOWN |
| | - name: METADATA_completionDate |
| | dtype: date32 |
| | - name: METADATA_startDate |
| | dtype: date32 |
| | - name: METADATA_leadSponsorName |
| | dtype: string |
| | - name: METADATA_leadSponsorClass |
| | dtype: |
| | class_label: |
| | names: |
| | '0': NIH |
| | '1': FED |
| | '2': OTHER_GOV |
| | '3': INDIV |
| | '4': INDUSTRY |
| | '5': NETWORK |
| | '6': AMBIG |
| | '7': OTHER |
| | '8': UNKNOWN |
| | - name: METADATA_hasProtocol |
| | dtype: bool |
| | - name: METADATA_hasSap |
| | dtype: bool |
| | - name: METADATA_hasIcf |
| | dtype: bool |
| | - name: METADATA_protocolPdfLinks |
| | dtype: string |
| | - name: METADATA_count_Accidental drug intake by child |
| | dtype: int64 |
| | - name: METADATA_count_Accidental overdose |
| | dtype: int64 |
| | - name: METADATA_count_Accidental overdose (therapeutic agent) |
| | dtype: int64 |
| | - name: METADATA_count_Accidental underdose |
| | dtype: int64 |
| | - name: METADATA_count_Deliberate overdose |
| | dtype: int64 |
| | - name: METADATA_count_Dose calculation error |
| | dtype: int64 |
| | - name: METADATA_count_Drug administration error |
| | dtype: int64 |
| | - name: METADATA_count_Drug overdose |
| | dtype: int64 |
| | - name: METADATA_count_Drug overdose accidental |
| | dtype: int64 |
| | - name: METADATA_count_Extra dose administered |
| | dtype: int64 |
| | - name: METADATA_count_Incorrect dosage administered |
| | dtype: int64 |
| | - name: METADATA_count_Incorrect dose administered |
| | dtype: int64 |
| | - name: METADATA_count_Incorrect drug administration duration |
| | dtype: int64 |
| | - name: METADATA_count_Incorrect drug administration rate |
| | dtype: int64 |
| | - name: METADATA_count_Incorrect product administration duration |
| | dtype: int64 |
| | - name: METADATA_count_Intentional overdose |
| | dtype: int64 |
| | - name: METADATA_count_Medication error |
| | dtype: int64 |
| | - name: METADATA_count_Medication monitoring error |
| | dtype: int64 |
| | - name: METADATA_count_Multiple drug overdose |
| | dtype: int64 |
| | - name: METADATA_count_Multiple drug overdose accidental |
| | dtype: int64 |
| | - name: METADATA_count_Multiple drug overdose intentional |
| | dtype: int64 |
| | - name: METADATA_count_Multiple use of single-use product |
| | dtype: int64 |
| | - name: METADATA_count_Non-accidental overdose |
| | dtype: int64 |
| | - name: METADATA_count_Overdose |
| | dtype: int64 |
| | - name: METADATA_count_Overdose NOS |
| | dtype: int64 |
| | - name: METADATA_count_Overmedication |
| | dtype: int64 |
| | - name: METADATA_count_Prescribed overdose |
| | dtype: int64 |
| | - name: METADATA_count_Treatment noncompliance |
| | dtype: int64 |
| | - name: METADATA_count_Underdose |
| | dtype: int64 |
| | - name: METADATA_count_Unintentional medical device removal |
| | dtype: int64 |
| | - name: METADATA_count_Unintentional medical device removal by patient |
| | dtype: int64 |
| | - name: METADATA_wilson_lower_bound |
| | dtype: float32 |
| | splits: |
| | - name: train |
| | num_bytes: 1263717270 |
| | num_examples: 29478 |
| | - name: validation |
| | num_bytes: 1381971767 |
| | num_examples: 6316 |
| | - name: test |
| | num_bytes: 1534015699 |
| | num_examples: 6318 |
| | download_size: 1829605503 |
| | dataset_size: 4179704736 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | - split: validation |
| | path: data/validation-* |
| | - split: test |
| | path: data/test-* |
| | --- |
| | # ds4dh/ct-dosing-errors |
| |
|
| | ## Version |
| | This repository contains dataset version **0.2.3**. |
| |
|
| | ## License |
| | This dataset is licensed under **CC BY 4.0** (`cc-by-4.0`). |
| |
|