Hugging Face's logo

Datasets:
ds4dh
/
ct-dosing-errors

Modalities:
Tabular
Text
Formats:
parquet
Size:
10K - 100K
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
2
sssohrab commited on
Commit
8abe0a5
·
verified ·
1 Parent(s): 41747be

Upload dataset v0.2.3

Browse files
Files changed (1) hide show
  1. README.md +241 -0
README.md CHANGED
@@ -1,6 +1,247 @@
1
  ---
2
  license: cc-by-4.0
3
  dataset_version: 0.2.3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
  ---
5
 
6
  # ds4dh/ct-dosing-errors
 
1
  ---
2
  license: cc-by-4.0
3
  dataset_version: 0.2.3
4
+ dataset_info:
5
+ features:
6
+ - name: FEATURE_phases
7
+ list:
8
+ class_label:
9
+ names:
10
+ '0': NA
11
+ '1': EARLY_PHASE1
12
+ '2': PHASE1
13
+ '3': PHASE2
14
+ '4': PHASE3
15
+ '5': PHASE4
16
+ - name: FEATURE_enrollmentCount
17
+ dtype: int64
18
+ - name: FEATURE_allocation
19
+ dtype: string
20
+ - name: FEATURE_interventionModel
21
+ dtype: string
22
+ - name: FEATURE_primaryPurpose
23
+ dtype:
24
+ class_label:
25
+ names:
26
+ '0': TREATMENT
27
+ '1': PREVENTION
28
+ '2': DIAGNOSTIC
29
+ '3': ECT
30
+ '4': SUPPORTIVE_CARE
31
+ '5': SCREENING
32
+ '6': HEALTH_SERVICES_RESEARCH
33
+ '7': BASIC_SCIENCE
34
+ '8': DEVICE_FEASIBILITY
35
+ '9': OTHER
36
+ - name: FEATURE_masking
37
+ dtype:
38
+ class_label:
39
+ names:
40
+ '0': NONE
41
+ '1': SINGLE
42
+ '2': DOUBLE
43
+ '3': TRIPLE
44
+ '4': QUADRUPLE
45
+ - name: FEATURE_healthyVolunteers
46
+ dtype: bool
47
+ - name: FEATURE_sex
48
+ dtype:
49
+ class_label:
50
+ names:
51
+ '0': ALL
52
+ '1': FEMALE
53
+ '2': MALE
54
+ - name: FEATURE_oversightHasDmc
55
+ dtype: bool
56
+ - name: FEATURE_briefSummary
57
+ dtype: string
58
+ - name: FEATURE_detailedDescription
59
+ dtype: string
60
+ - name: FEATURE_conditions
61
+ dtype: string
62
+ - name: FEATURE_conditionsKeywords
63
+ dtype: string
64
+ - name: FEATURE_protocolPdfText
65
+ dtype: string
66
+ - name: FEATURE_numArms
67
+ dtype: int64
68
+ - name: FEATURE_armDescriptions
69
+ dtype: string
70
+ - name: FEATURE_armGroupTypes
71
+ list:
72
+ class_label:
73
+ names:
74
+ '0': EXPERIMENTAL
75
+ '1': ACTIVE_COMPARATOR
76
+ '2': PLACEBO_COMPARATOR
77
+ '3': SHAM_COMPARATOR
78
+ '4': NO_INTERVENTION
79
+ '5': OTHER
80
+ - name: FEATURE_numInterventions
81
+ dtype: int64
82
+ - name: FEATURE_interventionTypes
83
+ list:
84
+ class_label:
85
+ names:
86
+ '0': DRUG
87
+ '1': DEVICE
88
+ '2': BIOLOGICAL
89
+ '3': PROCEDURE
90
+ '4': RADIATION
91
+ '5': BEHAVIORAL
92
+ '6': GENETIC
93
+ '7': DIETARY_SUPPLEMENT
94
+ '8': COMBINATION_PRODUCT
95
+ '9': DIAGNOSTIC_TEST
96
+ '10': OTHER
97
+ - name: FEATURE_interventionDescriptions
98
+ dtype: string
99
+ - name: FEATURE_interventionNames
100
+ dtype: string
101
+ - name: FEATURE_numLocations
102
+ dtype: int64
103
+ - name: FEATURE_locationDetails
104
+ dtype: string
105
+ - name: LABEL_ct_level_ade_population
106
+ dtype: int64
107
+ - name: LABEL_sum_dosing_errors
108
+ dtype: int64
109
+ - name: LABEL_dosing_error_rate
110
+ dtype: float32
111
+ - name: LABEL_wilson_label
112
+ dtype: int64
113
+ - name: METADATA_nctId
114
+ dtype: string
115
+ - name: METADATA_overallStatus
116
+ dtype:
117
+ class_label:
118
+ names:
119
+ '0': ACTIVE_NOT_RECRUITING
120
+ '1': COMPLETED
121
+ '2': ENROLLING_BY_INVITATION
122
+ '3': NOT_YET_RECRUITING
123
+ '4': RECRUITING
124
+ '5': SUSPENDED
125
+ '6': TERMINATED
126
+ '7': WITHDRAWN
127
+ '8': AVAILABLE
128
+ '9': NO_LONGER_AVAILABLE
129
+ '10': TEMPORARILY_NOT_AVAILABLE
130
+ '11': APPROVED_FOR_MARKETING
131
+ '12': WITHHELD
132
+ '13': UNKNOWN
133
+ - name: METADATA_completionDate
134
+ dtype: date32
135
+ - name: METADATA_startDate
136
+ dtype: date32
137
+ - name: METADATA_leadSponsorName
138
+ dtype: string
139
+ - name: METADATA_leadSponsorClass
140
+ dtype:
141
+ class_label:
142
+ names:
143
+ '0': NIH
144
+ '1': FED
145
+ '2': OTHER_GOV
146
+ '3': INDIV
147
+ '4': INDUSTRY
148
+ '5': NETWORK
149
+ '6': AMBIG
150
+ '7': OTHER
151
+ '8': UNKNOWN
152
+ - name: METADATA_hasProtocol
153
+ dtype: bool
154
+ - name: METADATA_hasSap
155
+ dtype: bool
156
+ - name: METADATA_hasIcf
157
+ dtype: bool
158
+ - name: METADATA_protocolPdfLinks
159
+ dtype: string
160
+ - name: METADATA_count_Accidental drug intake by child
161
+ dtype: int64
162
+ - name: METADATA_count_Accidental overdose
163
+ dtype: int64
164
+ - name: METADATA_count_Accidental overdose (therapeutic agent)
165
+ dtype: int64
166
+ - name: METADATA_count_Accidental underdose
167
+ dtype: int64
168
+ - name: METADATA_count_Deliberate overdose
169
+ dtype: int64
170
+ - name: METADATA_count_Dose calculation error
171
+ dtype: int64
172
+ - name: METADATA_count_Drug administration error
173
+ dtype: int64
174
+ - name: METADATA_count_Drug overdose
175
+ dtype: int64
176
+ - name: METADATA_count_Drug overdose accidental
177
+ dtype: int64
178
+ - name: METADATA_count_Extra dose administered
179
+ dtype: int64
180
+ - name: METADATA_count_Incorrect dosage administered
181
+ dtype: int64
182
+ - name: METADATA_count_Incorrect dose administered
183
+ dtype: int64
184
+ - name: METADATA_count_Incorrect drug administration duration
185
+ dtype: int64
186
+ - name: METADATA_count_Incorrect drug administration rate
187
+ dtype: int64
188
+ - name: METADATA_count_Incorrect product administration duration
189
+ dtype: int64
190
+ - name: METADATA_count_Intentional overdose
191
+ dtype: int64
192
+ - name: METADATA_count_Medication error
193
+ dtype: int64
194
+ - name: METADATA_count_Medication monitoring error
195
+ dtype: int64
196
+ - name: METADATA_count_Multiple drug overdose
197
+ dtype: int64
198
+ - name: METADATA_count_Multiple drug overdose accidental
199
+ dtype: int64
200
+ - name: METADATA_count_Multiple drug overdose intentional
201
+ dtype: int64
202
+ - name: METADATA_count_Multiple use of single-use product
203
+ dtype: int64
204
+ - name: METADATA_count_Non-accidental overdose
205
+ dtype: int64
206
+ - name: METADATA_count_Overdose
207
+ dtype: int64
208
+ - name: METADATA_count_Overdose NOS
209
+ dtype: int64
210
+ - name: METADATA_count_Overmedication
211
+ dtype: int64
212
+ - name: METADATA_count_Prescribed overdose
213
+ dtype: int64
214
+ - name: METADATA_count_Treatment noncompliance
215
+ dtype: int64
216
+ - name: METADATA_count_Underdose
217
+ dtype: int64
218
+ - name: METADATA_count_Unintentional medical device removal
219
+ dtype: int64
220
+ - name: METADATA_count_Unintentional medical device removal by patient
221
+ dtype: int64
222
+ - name: METADATA_wilson_lower_bound
223
+ dtype: float32
224
+ splits:
225
+ - name: train
226
+ num_bytes: 1263717270
227
+ num_examples: 29478
228
+ - name: validation
229
+ num_bytes: 1381971767
230
+ num_examples: 6316
231
+ - name: test
232
+ num_bytes: 1534015699
233
+ num_examples: 6318
234
+ download_size: 1829605503
235
+ dataset_size: 4179704736
236
+ configs:
237
+ - config_name: default
238
+ data_files:
239
+ - split: train
240
+ path: data/train-*
241
+ - split: validation
242
+ path: data/validation-*
243
+ - split: test
244
+ path: data/test-*
245
  ---
246
 
247
  # ds4dh/ct-dosing-errors