{"id":"W4415237383","doi":"10.1101/2025.10.14.25338008","title":"Delays in tuberculosis diagnosis and treatment in India: A patient journey analysis from Mumbai and Patna","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Provincial Health Services Authority","funders":"McGill University Health Centre; McGill University","keywords":"Tuberculosis; Pandemic; Health care; Private sector; Pharmacy; Public health; Tuberculosis diagnosis; Public sector","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004173432,0.0002682761,0.0003764789,0.001399292,0.001459785,0.002063547,0.0007896519,0.0005293291,0.002300191],"category_scores_gemma":[0.002475405,0.0004675604,0.0006046091,0.004864354,0.0005279087,0.0008843746,0.001958656,0.001377187,0.0002794304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002280033,"about_ca_system_score_gemma":0.002852371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0688296,"about_ca_topic_score_gemma":0.06883488,"domain_scores_codex":[0.9991719,0.0001909962,0.0001002737,0.0001068323,0.0001013533,0.0003287108],"domain_scores_gemma":[0.9978781,0.0005274295,0.0008124703,0.00008804679,0.0002538839,0.0004401102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008055952,0.00007630984,0.9871114,0.0001072984,0.00004603896,0.0007439688,0.007905786,0.0001176401,0.0001441699,0.00008262438,0.0004848062,0.00309944],"study_design_scores_gemma":[0.000006102212,0.0001042193,0.9696582,0.00007817695,0.00004406803,0.0009480251,0.02786066,0.0003889313,0.00007815183,0.00005425528,0.0007539905,0.00002523442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987037,0.0001127659,0.00004330096,0.0002081777,0.00000259061,0.00001873929,0.0006095007,0.000004290005,0.0002969088],"genre_scores_gemma":[0.9992235,0.0001480655,0.00006763094,0.00007515364,0.000003795021,0.00002171106,0.0003867045,0.000002413115,0.00007115783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0688296,"threshold_uncertainty_score":0.1368579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324361824000986,"score_gpt":0.3310696768469683,"score_spread":0.2978260586069584,"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."}}