Update czi_drsm based on git version 8c1a1c1
Browse files- README.md +35 -26
- czi_drsm.py +34 -25
README.md
CHANGED
@@ -4,7 +4,7 @@ language:
|
|
4 |
bigbio_language:
|
5 |
- English
|
6 |
license: cc0-1.0
|
7 |
-
bigbio_license_shortname:
|
8 |
multilinguality: monolingual
|
9 |
pretty_name: CZI DRSM
|
10 |
homepage: https://github.com/chanzuckerberg/DRSM-corpus
|
@@ -26,40 +26,49 @@ bigbio_tasks:
|
|
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 |
-
|
31 |
-
|
32 |
-
(
|
33 |
-
|
|
|
34 |
a diagnosis.
|
35 |
-
|
|
|
36 |
Text describing how treatments work in the clinic (but not in a clinical trial).
|
37 |
-
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
-
|
42 |
-
|
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’); (
|
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);
|
51 |
-
|
52 |
-
-
|
53 |
-
|
54 |
-
-
|
|
|
|
|
|
|
|
|
55 |
|
56 |
(C) identifies if a paper is a natural history study (~10k papers).
|
57 |
-
|
58 |
-
|
59 |
-
|
60 |
-
-
|
|
|
|
|
|
|
|
|
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 |
-
|
21 |
-
|
22 |
-
|
23 |
-
(
|
24 |
-
|
|
|
25 |
a diagnosis.
|
26 |
-
|
|
|
27 |
Text describing how treatments work in the clinic (but not in a clinical trial).
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
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’); (
|
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 |
-
|
43 |
-
-
|
44 |
-
|
45 |
-
-
|
|
|
|
|
|
|
|
|
46 |
|
47 |
(C) identifies if a paper is a natural history study (~10k papers).
|
48 |
-
|
49 |
-
|
50 |
-
|
51 |
-
-
|
|
|
|
|
|
|
|
|
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
|