Research console / dark archive

Question Bank Quality Atlas

A public, hierarchical view of the Indian Medical PG research pass: synthesis first, subject dossiers underneath, and live sampling stats embedded into each report surface.

Subjects indexed 21
Synthesis reports 1
Published subject reports 21

Synthesis

Cross-subject rollups, full-scope observations, and curation direction.

Synthesis

Final Production Synthesis

Across 21 subject reports built from randomized subject packets drawn from a combined pool of roughly 180,000 items, four structural problems dominate the findings. These patterns recur across many subject reports and repeatedly surface in the 21-subject sample; they are not isolated authoring mistakes, but structural problems in how questions have been sourced, tagged, and admitted to the bank.

Subjects

Randomized subject packets with published report availability, total sampled count, and Bloom's distribution.

Subject dossier

Anatomy

1 report available

Total bank
13876
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 82
B2 18
B3 14
B4 6
Subject dossier

Anesthesiology

1 report available

Total bank
3585
Sampled total
116
Candidate sample
100
Gold sample
16
Benchmark 4 PYQ 12 Generic 60 Risky 40
B1 37
B2 60
B3 13
B4 5
B5 1
Subject dossier

Biochemistry

1 report available

Total bank
10646
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 59
B2 46
B3 12
B4 2
B5 1
Subject dossier

Community Medicine

1 report available

Total bank
10989
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 59
B2 41
B3 12
B4 4
B5 4
Subject dossier

Dermatology

1 report available

Total bank
3237
Sampled total
115
Candidate sample
100
Gold sample
15
Benchmark 3 PYQ 12 Generic 60 Risky 40
B1 48
B2 38
B3 16
B4 12
B5 1
Subject dossier

ENT

1 report available

Total bank
4280
Sampled total
116
Candidate sample
100
Gold sample
16
Benchmark 4 PYQ 12 Generic 60 Risky 40
B1 45
B2 52
B3 12
B4 6
B5 1
Subject dossier

Forensic Medicine

1 report available

Total bank
5504
Sampled total
118
Candidate sample
100
Gold sample
18
Benchmark 6 PYQ 12 Generic 60 Risky 40
B1 76
B2 32
B3 3
B4 6
B5 1
Subject dossier

General Medicine

1 report available

Total bank
218
Sampled total
100
Candidate sample
100
Gold sample
0
Benchmark 0 PYQ 0 Generic 60 Risky 40
B1 27
B2 38
B3 8
B4 25
B5 2
Subject dossier

Internal Medicine

1 report available

Total bank
18340
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 38
B2 45
B3 20
B4 15
B5 2
Subject dossier

Microbiology

1 report available

Total bank
11104
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 53
B2 50
B3 13
B4 4
Subject dossier

Obstetrics and Gynecology

1 report available

Total bank
10364
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 42
B2 56
B3 10
B4 11
B5 1
Subject dossier

Ophthalmology

1 report available

Total bank
6703
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 53
B2 49
B3 9
B4 8
B5 1
Subject dossier

Orthopaedics

1 report available

Total bank
4052
Sampled total
116
Candidate sample
100
Gold sample
16
Benchmark 4 PYQ 12 Generic 60 Risky 40
B1 48
B2 40
B3 20
B4 8
Subject dossier

Other

1 report available

Total bank
0
Sampled total
0
Candidate sample
0
Gold sample
0
Benchmark 0 PYQ 0 Generic 0 Risky 0

Bloom's distribution unavailable.
Subject dossier

Pathology

1 report available

Total bank
12365
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 46
B2 53
B3 14
B4 6
B5 1
Subject dossier

Pediatrics

1 report available

Total bank
7754
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 51
B2 41
B3 21
B4 7
Subject dossier

Pharmacology

1 report available

Total bank
14472
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 47
B2 52
B3 18
B4 3
Subject dossier

Physiology

1 report available

Total bank
10474
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 49
B2 63
B3 4
B4 4
Subject dossier

Psychiatry

1 report available

Total bank
4716
Sampled total
118
Candidate sample
100
Gold sample
18
Benchmark 6 PYQ 12 Generic 60 Risky 40
B1 50
B2 51
B3 8
B4 8
B5 1
Subject dossier

Radiology

1 report available

Total bank
5382
Sampled total
112
Candidate sample
100
Gold sample
12
Benchmark 0 PYQ 12 Generic 60 Risky 40
B1 43
B2 51
B3 6
B4 12
Subject dossier

Surgery

1 report available

Total bank
11629
Sampled total
120
Candidate sample
100
Gold sample
20
Benchmark 8 PYQ 12 Generic 60 Risky 40
B1 36
B2 63
B3 15
B4 6