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Update czi_drsm based on git version 8c1a1c1

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  1. README.md +35 -26
  2. czi_drsm.py +34 -25
README.md CHANGED
@@ -4,7 +4,7 @@ language:
4
  bigbio_language:
5
  - English
6
  license: cc0-1.0
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- bigbio_license_shortname: cc0-1.0
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  multilinguality: monolingual
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  pretty_name: CZI DRSM
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  homepage: https://github.com/chanzuckerberg/DRSM-corpus
@@ -26,40 +26,49 @@ bigbio_tasks:
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  Research Article document classification dataset based on aspects of disease research. Currently, the dataset consists of three subsets:
27
 
28
  (A) classifies title/abstracts of papers into most popular subtypes of clinical, basic, and translational papers (~20k papers);
29
- - Clinical Characteristics, Disease Pathology, and Diagnosis -
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- Text that describes (A) symptoms, signs, or ‘phenotype’ of a disease;
31
- (B) the effects of the disease on patient organs, tissues, or cells;
32
- (C) the results of clinical tests that reveal pathology (including
33
- biomarkers); (D) research that use this information to figure out
 
34
  a diagnosis.
35
- - Therapeutics in the clinic -
 
36
  Text describing how treatments work in the clinic (but not in a clinical trial).
37
- - Disease mechanism -
38
- Text that describes either (A) mechanistic involvement of specific genes in disease
39
- (deletions, gain of function, etc); (B) how molecular signalling or metabolism
40
- binding, activating, phosphorylation, concentration increase, etc.)
41
- are involved in the mechanism of a disease; or (C) the physiological
42
- mechanism of disease at the level of tissues, organs, and body systems.
43
- - Patient-Based Therapeutics -
44
- Text describing (A) Clinical trials (studies of therapeutic measures being
45
- used on patients in a clinical trial); (B) Post Marketing Drug Surveillance
46
  (effects of a drug after approval in the general population or as part of
47
- ‘standard healthcare’); (C) Drug repurposing (how a drug that has been
48
  approved for one use is being applied to a new disease).
49
 
50
  (B) identifies whether a title/abstract of a paper describes substantive research into Quality of Life (~10k papers);
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- - -1 - the paper is not a primary experimental study in rare disease
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- - 0 - the study does not directly investigate quality of life
53
- - 1 - the study investigates qol but not as its primary contribution
54
- - 2 - the study's primary contribution centers on quality of life measures
 
 
 
 
55
 
56
  (C) identifies if a paper is a natural history study (~10k papers).
57
- - -1 - the paper is not a primary experimental study in rare disease
58
- - 0 - the study is not directly investigating the natural history of a disease
59
- - 1 - the study includes some elements a natural history but not as its primary contribution
60
- - 2 - the study's primary contribution centers on observing the time course of a rare disease
 
 
 
 
61
 
62
- These classifications are particularly relevant in rare disease research, a field that is generally understudied.
 
 
63
 
64
  ## Citation Information
65
 
 
4
  bigbio_language:
5
  - English
6
  license: cc0-1.0
7
+ bigbio_license_shortname: CC0_1p0
8
  multilinguality: monolingual
9
  pretty_name: CZI DRSM
10
  homepage: https://github.com/chanzuckerberg/DRSM-corpus
 
26
  Research Article document classification dataset based on aspects of disease research. Currently, the dataset consists of three subsets:
27
 
28
  (A) classifies title/abstracts of papers into most popular subtypes of clinical, basic, and translational papers (~20k papers);
29
+
30
+ - Clinical Characteristics, Disease Pathology, and Diagnosis:
31
+ Text that describes (i) symptoms, signs, or ‘phenotype’ of a disease;
32
+ (ii) the effects of the disease on patient organs, tissues, or cells;
33
+ (iii)) the results of clinical tests that reveal pathology (including
34
+ biomarkers); (iv) research that use this information to figure out
35
  a diagnosis.
36
+
37
+ - Therapeutics in the clinic:
38
  Text describing how treatments work in the clinic (but not in a clinical trial).
39
+
40
+ - Disease mechanism:
41
+
42
+ - Patient-Based Therapeutics:
43
+ Text describing (i) Clinical trials (studies of therapeutic measures being
44
+ used on patients in a clinical trial); (ii) Post Marketing Drug Surveillance
 
 
 
45
  (effects of a drug after approval in the general population or as part of
46
+ ‘standard healthcare’); (iii) Drug repurposing (how a drug that has been
47
  approved for one use is being applied to a new disease).
48
 
49
  (B) identifies whether a title/abstract of a paper describes substantive research into Quality of Life (~10k papers);
50
+
51
+ - [-1] - the paper is not a primary experimental study in rare disease
52
+
53
+ - [0] - the study does not directly investigate quality of life
54
+
55
+ - [1] - the study investigates qol but not as its primary contribution
56
+
57
+ - [2] - the study's primary contribution centers on quality of life measures
58
 
59
  (C) identifies if a paper is a natural history study (~10k papers).
60
+
61
+ - [-1] - the paper is not a primary experimental study in rare disease
62
+
63
+ - [0] - the study is not directly investigating the natural history of a disease
64
+
65
+ - [1] - the study includes some elements a natural history but not as its primary contribution
66
+
67
+ - [2] - the study's primary contribution centers on observing the time course of a rare disease
68
 
69
+ These classifications are particularly relevant in rare disease research, a field that is generally understudied.
70
+
71
+ This data was compiled through the use of a gamified curation approach based on CentaurLabs' 'diagnos.us' platform.
72
 
73
  ## Citation Information
74
 
czi_drsm.py CHANGED
@@ -17,40 +17,49 @@
17
  Research Article document classification dataset based on aspects of disease research. Currently, the dataset consists of three subsets:
18
 
19
  (A) classifies title/abstracts of papers into most popular subtypes of clinical, basic, and translational papers (~20k papers);
20
- - Clinical Characteristics, Disease Pathology, and Diagnosis -
21
- Text that describes (A) symptoms, signs, or ‘phenotype’ of a disease;
22
- (B) the effects of the disease on patient organs, tissues, or cells;
23
- (C) the results of clinical tests that reveal pathology (including
24
- biomarkers); (D) research that use this information to figure out
 
25
  a diagnosis.
26
- - Therapeutics in the clinic -
 
27
  Text describing how treatments work in the clinic (but not in a clinical trial).
28
- - Disease mechanism -
29
- Text that describes either (A) mechanistic involvement of specific genes in disease
30
- (deletions, gain of function, etc); (B) how molecular signalling or metabolism
31
- binding, activating, phosphorylation, concentration increase, etc.)
32
- are involved in the mechanism of a disease; or (C) the physiological
33
- mechanism of disease at the level of tissues, organs, and body systems.
34
- - Patient-Based Therapeutics -
35
- Text describing (A) Clinical trials (studies of therapeutic measures being
36
- used on patients in a clinical trial); (B) Post Marketing Drug Surveillance
37
  (effects of a drug after approval in the general population or as part of
38
- ‘standard healthcare’); (C) Drug repurposing (how a drug that has been
39
  approved for one use is being applied to a new disease).
40
 
41
  (B) identifies whether a title/abstract of a paper describes substantive research into Quality of Life (~10k papers);
42
- - -1 - the paper is not a primary experimental study in rare disease
43
- - 0 - the study does not directly investigate quality of life
44
- - 1 - the study investigates qol but not as its primary contribution
45
- - 2 - the study's primary contribution centers on quality of life measures
 
 
 
 
46
 
47
  (C) identifies if a paper is a natural history study (~10k papers).
48
- ` - -1 - the paper is not a primary experimental study in rare disease
49
- - 0 - the study is not directly investigating the natural history of a disease
50
- - 1 - the study includes some elements a natural history but not as its primary contribution
51
- - 2 - the study's primary contribution centers on observing the time course of a rare disease
 
 
 
 
52
 
53
- These classifications are particularly relevant in rare disease research, a field that is generally understudied.
 
 
54
  """
55
 
56
  import os
 
17
  Research Article document classification dataset based on aspects of disease research. Currently, the dataset consists of three subsets:
18
 
19
  (A) classifies title/abstracts of papers into most popular subtypes of clinical, basic, and translational papers (~20k papers);
20
+
21
+ - Clinical Characteristics, Disease Pathology, and Diagnosis:
22
+ Text that describes (i) symptoms, signs, or ‘phenotype’ of a disease;
23
+ (ii) the effects of the disease on patient organs, tissues, or cells;
24
+ (iii)) the results of clinical tests that reveal pathology (including
25
+ biomarkers); (iv) research that use this information to figure out
26
  a diagnosis.
27
+
28
+ - Therapeutics in the clinic:
29
  Text describing how treatments work in the clinic (but not in a clinical trial).
30
+
31
+ - Disease mechanism:
32
+
33
+ - Patient-Based Therapeutics:
34
+ Text describing (i) Clinical trials (studies of therapeutic measures being
35
+ used on patients in a clinical trial); (ii) Post Marketing Drug Surveillance
 
 
 
36
  (effects of a drug after approval in the general population or as part of
37
+ ‘standard healthcare’); (iii) Drug repurposing (how a drug that has been
38
  approved for one use is being applied to a new disease).
39
 
40
  (B) identifies whether a title/abstract of a paper describes substantive research into Quality of Life (~10k papers);
41
+
42
+ - [-1] - the paper is not a primary experimental study in rare disease
43
+
44
+ - [0] - the study does not directly investigate quality of life
45
+
46
+ - [1] - the study investigates qol but not as its primary contribution
47
+
48
+ - [2] - the study's primary contribution centers on quality of life measures
49
 
50
  (C) identifies if a paper is a natural history study (~10k papers).
51
+
52
+ - [-1] - the paper is not a primary experimental study in rare disease
53
+
54
+ - [0] - the study is not directly investigating the natural history of a disease
55
+
56
+ - [1] - the study includes some elements a natural history but not as its primary contribution
57
+
58
+ - [2] - the study's primary contribution centers on observing the time course of a rare disease
59
 
60
+ These classifications are particularly relevant in rare disease research, a field that is generally understudied.
61
+
62
+ This data was compiled through the use of a gamified curation approach based on CentaurLabs' 'diagnos.us' platform.
63
  """
64
 
65
  import os