{"id":"W2945893939","doi":"10.1136/bmjgh-2018-001371","title":"Self-reported tuberculosis in India: evidence from NFHS-4","year":2019,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Socioeconomic status; Population; Public health; Environmental health; Social stigma; Demography; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001706331,0.0001984231,0.0007826168,0.000109433,0.00004600267,0.00001196091,0.0001704626,0.0002161531,0.0003732717],"category_scores_gemma":[0.001241486,0.0001680385,0.0001207928,0.0006295683,0.00004231984,0.0001359866,0.0001115985,0.0004324538,0.001298785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305745,"about_ca_system_score_gemma":0.001466915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880173,"about_ca_topic_score_gemma":0.001098868,"domain_scores_codex":[0.9966629,0.0004802314,0.0008318222,0.0006005042,0.0005005842,0.0009239409],"domain_scores_gemma":[0.9979874,0.0003991759,0.0001856562,0.0006826033,0.00009402475,0.0006511706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003261236,0.0001938555,0.9744198,0.0002130971,0.0001297291,0.0001685972,0.0001142878,0.000006638564,0.0000587214,0.0002056895,0.01691994,0.007243486],"study_design_scores_gemma":[0.001215033,0.0006008589,0.9912452,0.0005571433,0.00002444394,0.0001545181,0.00007869812,0.001365175,0.00002114324,0.0003759615,0.004226947,0.0001349433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578588,0.003649422,0.00001838905,0.03102495,0.0003094597,0.001742576,0.00004692165,0.0001269435,0.005222513],"genre_scores_gemma":[0.9837948,0.002628822,0.002391424,0.01071585,0.0002255482,0.00006234436,0.0000794521,0.00001510547,0.00008663941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025936,"threshold_uncertainty_score":0.9994788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647341443399428,"score_gpt":0.4353291916472555,"score_spread":0.3888557772132612,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}