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
9031a8d
·
verified ·
1 Parent(s): a17f956

Upload dataset

Browse files
Files changed (7) hide show
  1. README.md +243 -0
  2. data/test-00000-of-00002.parquet +3 -0
  3. data/test-00001-of-00002.parquet +3 -0
  4. data/train-00000-of-00002.parquet +3 -0
  5. data/train-00001-of-00002.parquet +3 -0
  6. data/validation-00000-of-00002.parquet +3 -0
  7. data/validation-00001-of-00002.parquet +3 -0
README.md ADDED
@@ -0,0 +1,243 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ dataset_info:
3
+ features:
4
+ - name: FEATURE_phases
5
+ list:
6
+ class_label:
7
+ names:
8
+ '0': NA
9
+ '1': EARLY_PHASE1
10
+ '2': PHASE1
11
+ '3': PHASE2
12
+ '4': PHASE3
13
+ '5': PHASE4
14
+ - name: FEATURE_enrollmentCount
15
+ dtype: int64
16
+ - name: FEATURE_allocation
17
+ dtype: string
18
+ - name: FEATURE_interventionModel
19
+ dtype: string
20
+ - name: FEATURE_primaryPurpose
21
+ dtype:
22
+ class_label:
23
+ names:
24
+ '0': TREATMENT
25
+ '1': PREVENTION
26
+ '2': DIAGNOSTIC
27
+ '3': ECT
28
+ '4': SUPPORTIVE_CARE
29
+ '5': SCREENING
30
+ '6': HEALTH_SERVICES_RESEARCH
31
+ '7': BASIC_SCIENCE
32
+ '8': DEVICE_FEASIBILITY
33
+ '9': OTHER
34
+ - name: FEATURE_masking
35
+ dtype:
36
+ class_label:
37
+ names:
38
+ '0': NONE
39
+ '1': SINGLE
40
+ '2': DOUBLE
41
+ '3': TRIPLE
42
+ '4': QUADRUPLE
43
+ - name: FEATURE_healthyVolunteers
44
+ dtype: bool
45
+ - name: FEATURE_sex
46
+ dtype:
47
+ class_label:
48
+ names:
49
+ '0': ALL
50
+ '1': FEMALE
51
+ '2': MALE
52
+ - name: FEATURE_oversightHasDmc
53
+ dtype: bool
54
+ - name: FEATURE_briefSummary
55
+ dtype: string
56
+ - name: FEATURE_detailedDescription
57
+ dtype: string
58
+ - name: FEATURE_conditions
59
+ dtype: string
60
+ - name: FEATURE_conditionsKeywords
61
+ dtype: string
62
+ - name: FEATURE_protocolPdfText
63
+ dtype: string
64
+ - name: FEATURE_numArms
65
+ dtype: int64
66
+ - name: FEATURE_armDescriptions
67
+ dtype: string
68
+ - name: FEATURE_armGroupTypes
69
+ list:
70
+ class_label:
71
+ names:
72
+ '0': EXPERIMENTAL
73
+ '1': ACTIVE_COMPARATOR
74
+ '2': PLACEBO_COMPARATOR
75
+ '3': SHAM_COMPARATOR
76
+ '4': NO_INTERVENTION
77
+ '5': OTHER
78
+ - name: FEATURE_numInterventions
79
+ dtype: int64
80
+ - name: FEATURE_interventionTypes
81
+ list:
82
+ class_label:
83
+ names:
84
+ '0': DRUG
85
+ '1': DEVICE
86
+ '2': BIOLOGICAL
87
+ '3': PROCEDURE
88
+ '4': RADIATION
89
+ '5': BEHAVIORAL
90
+ '6': GENETIC
91
+ '7': DIETARY_SUPPLEMENT
92
+ '8': COMBINATION_PRODUCT
93
+ '9': DIAGNOSTIC_TEST
94
+ '10': OTHER
95
+ - name: FEATURE_interventionDescriptions
96
+ dtype: string
97
+ - name: FEATURE_interventionNames
98
+ dtype: string
99
+ - name: FEATURE_numLocations
100
+ dtype: int64
101
+ - name: FEATURE_locationDetails
102
+ dtype: string
103
+ - name: LABEL_ct_level_ade_population
104
+ dtype: int64
105
+ - name: LABEL_sum_dosing_errors
106
+ dtype: int64
107
+ - name: LABEL_dosing_error_rate
108
+ dtype: float32
109
+ - name: LABEL_wilson_label
110
+ dtype: int64
111
+ - name: METADATA_nctId
112
+ dtype: string
113
+ - name: METADATA_overallStatus
114
+ dtype:
115
+ class_label:
116
+ names:
117
+ '0': ACTIVE_NOT_RECRUITING
118
+ '1': COMPLETED
119
+ '2': ENROLLING_BY_INVITATION
120
+ '3': NOT_YET_RECRUITING
121
+ '4': RECRUITING
122
+ '5': SUSPENDED
123
+ '6': TERMINATED
124
+ '7': WITHDRAWN
125
+ '8': AVAILABLE
126
+ '9': NO_LONGER_AVAILABLE
127
+ '10': TEMPORARILY_NOT_AVAILABLE
128
+ '11': APPROVED_FOR_MARKETING
129
+ '12': WITHHELD
130
+ '13': UNKNOWN
131
+ - name: METADATA_completionDate
132
+ dtype: date32
133
+ - name: METADATA_startDate
134
+ dtype: date32
135
+ - name: METADATA_leadSponsorName
136
+ dtype: string
137
+ - name: METADATA_leadSponsorClass
138
+ dtype:
139
+ class_label:
140
+ names:
141
+ '0': NIH
142
+ '1': FED
143
+ '2': OTHER_GOV
144
+ '3': INDIV
145
+ '4': INDUSTRY
146
+ '5': NETWORK
147
+ '6': AMBIG
148
+ '7': OTHER
149
+ '8': UNKNOWN
150
+ - name: METADATA_hasProtocol
151
+ dtype: bool
152
+ - name: METADATA_hasSap
153
+ dtype: bool
154
+ - name: METADATA_hasIcf
155
+ dtype: bool
156
+ - name: METADATA_protocolPdfLinks
157
+ dtype: string
158
+ - name: METADATA_count_Accidental drug intake by child
159
+ dtype: int64
160
+ - name: METADATA_count_Accidental overdose
161
+ dtype: int64
162
+ - name: METADATA_count_Accidental overdose (therapeutic agent)
163
+ dtype: int64
164
+ - name: METADATA_count_Accidental underdose
165
+ dtype: int64
166
+ - name: METADATA_count_Deliberate overdose
167
+ dtype: int64
168
+ - name: METADATA_count_Dose calculation error
169
+ dtype: int64
170
+ - name: METADATA_count_Drug administration error
171
+ dtype: int64
172
+ - name: METADATA_count_Drug overdose
173
+ dtype: int64
174
+ - name: METADATA_count_Drug overdose accidental
175
+ dtype: int64
176
+ - name: METADATA_count_Extra dose administered
177
+ dtype: int64
178
+ - name: METADATA_count_Incorrect dosage administered
179
+ dtype: int64
180
+ - name: METADATA_count_Incorrect dose administered
181
+ dtype: int64
182
+ - name: METADATA_count_Incorrect drug administration duration
183
+ dtype: int64
184
+ - name: METADATA_count_Incorrect drug administration rate
185
+ dtype: int64
186
+ - name: METADATA_count_Incorrect product administration duration
187
+ dtype: int64
188
+ - name: METADATA_count_Intentional overdose
189
+ dtype: int64
190
+ - name: METADATA_count_Medication error
191
+ dtype: int64
192
+ - name: METADATA_count_Medication monitoring error
193
+ dtype: int64
194
+ - name: METADATA_count_Multiple drug overdose
195
+ dtype: int64
196
+ - name: METADATA_count_Multiple drug overdose accidental
197
+ dtype: int64
198
+ - name: METADATA_count_Multiple drug overdose intentional
199
+ dtype: int64
200
+ - name: METADATA_count_Multiple use of single-use product
201
+ dtype: int64
202
+ - name: METADATA_count_Non-accidental overdose
203
+ dtype: int64
204
+ - name: METADATA_count_Overdose
205
+ dtype: int64
206
+ - name: METADATA_count_Overdose NOS
207
+ dtype: int64
208
+ - name: METADATA_count_Overmedication
209
+ dtype: int64
210
+ - name: METADATA_count_Prescribed overdose
211
+ dtype: int64
212
+ - name: METADATA_count_Treatment noncompliance
213
+ dtype: int64
214
+ - name: METADATA_count_Underdose
215
+ dtype: int64
216
+ - name: METADATA_count_Unintentional medical device removal
217
+ dtype: int64
218
+ - name: METADATA_count_Unintentional medical device removal by patient
219
+ dtype: int64
220
+ - name: METADATA_wilson_lower_bound
221
+ dtype: float32
222
+ splits:
223
+ - name: train
224
+ num_bytes: 1263717270
225
+ num_examples: 29478
226
+ - name: validation
227
+ num_bytes: 1381971767
228
+ num_examples: 6316
229
+ - name: test
230
+ num_bytes: 1534015699
231
+ num_examples: 6318
232
+ download_size: 1829605503
233
+ dataset_size: 4179704736
234
+ configs:
235
+ - config_name: default
236
+ data_files:
237
+ - split: train
238
+ path: data/train-*
239
+ - split: validation
240
+ path: data/validation-*
241
+ - split: test
242
+ path: data/test-*
243
+ ---
data/test-00000-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bbd29392e773d56032817cf2eed8391fea633ef2fa1e9a089d88a303c19cc746
3
+ size 325656913
data/test-00001-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:21126779458eada840beeabb26add71b877b02136116ddd29615978abe1bbe9b
3
+ size 354937202
data/train-00000-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b7c9cf5cc3f16566c083da31c9674a15d8d497e1cc20dbbc0534b1ebe101aa3
3
+ size 28844898
data/train-00001-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:078be2868ec8a4f21a33b4ffafc696102e1e0529fe7104a3111e6a4ecb3a8053
3
+ size 513574089
data/validation-00000-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:435613227d608ce6b9c05d2f2b78724c238bcd4852e93628f372e4f99b569281
3
+ size 295010305
data/validation-00001-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7fd86817b48f27669054c40bc7bc82959fbc235f0b8d81d1d8825e8c0b4da2c
3
+ size 311582096