{"id":"W3045469633","doi":"10.1186/s12889-020-09257-5","title":"Is a differentiated care model needed for patients with TB? A cohort analysis of risk factors contributing to unfavourable outcomes among TB patients in two states in South India","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"United States Agency for International Development","keywords":"Medicine; Biostatistics; Cohort; Logistic regression; Cohort study; Public health; Epidemiology; Multivariate analysis; Environmental health; Family medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858942,0.0002967262,0.0003958723,0.0007338728,0.002000428,0.002023051,0.0008765674,0.0006012211,0.001729595],"category_scores_gemma":[0.006417157,0.0005543777,0.001187941,0.001341701,0.0007770049,0.00110444,0.00160241,0.00180259,0.0002176666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738197,"about_ca_system_score_gemma":0.003041098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06642684,"about_ca_topic_score_gemma":0.07279919,"domain_scores_codex":[0.9986417,0.0004756419,0.00008852116,0.000200613,0.0001233762,0.0004701531],"domain_scores_gemma":[0.9969777,0.0007338604,0.0008841525,0.0004507761,0.000276779,0.0006767858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001589462,0.0002862112,0.9954791,0.000009582008,0.00005140571,0.0002453437,0.002466193,0.0001004972,0.00007970388,0.00008127667,0.0001598937,0.0008818496],"study_design_scores_gemma":[0.00004589428,0.000618935,0.976607,0.00004308311,0.0001019976,0.0004071012,0.0197689,0.001751756,0.0000672396,0.0001725155,0.0003832218,0.0000322589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996164,0.0000190654,0.00006230206,0.00008508555,0.000002513526,0.00002583318,0.0001017127,0.000001202569,0.00008594414],"genre_scores_gemma":[0.9996137,0.00003160418,0.00009704751,0.00003612135,0.000002343282,0.00002678718,0.0001347698,0.000001470171,0.0000562377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06642684,"threshold_uncertainty_score":0.1320804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518617663826991,"score_gpt":0.3543543564528044,"score_spread":0.3091681798145345,"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."}}