{"id":"W4234208535","doi":"10.21203/rs.2.23464/v1","title":"Is a Differentiated Care Model needed for Patients with TB? A cohort analysis of outcomes among TB patients in two states in south India.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"United States Agency for International Development","keywords":"Cohort; Medicine; Demography; Family medicine; Pediatrics; Internal medicine; Sociology","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":[0.001851983,0.0002542749,0.0003833061,0.0005255753,0.001470235,0.002287155,0.001213211,0.0009309594,0.001915861],"category_scores_gemma":[0.009320905,0.0004592705,0.001166886,0.001904186,0.0009848526,0.001516367,0.001984326,0.002404184,0.0002687592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029589,"about_ca_system_score_gemma":0.003940349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1074415,"about_ca_topic_score_gemma":0.1271839,"domain_scores_codex":[0.998021,0.0008010063,0.0001223015,0.0002089715,0.0001173557,0.0007293752],"domain_scores_gemma":[0.9953312,0.0011691,0.001373472,0.0006421598,0.0003691549,0.001114852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002836995,0.0001859741,0.9951479,0.00001395604,0.0001074802,0.0002148853,0.001685325,0.0001985254,0.00006822859,0.0002811718,0.0003597744,0.00145308],"study_design_scores_gemma":[0.00004800267,0.0002126413,0.9878428,0.00004235558,0.0001396722,0.0002087949,0.009831411,0.001031826,0.00003753191,0.0003416278,0.0002424887,0.00002088694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989273,0.00006526666,0.0000708317,0.0005095096,0.000007483384,0.00001411983,0.0002341233,0.000002367859,0.0001689609],"genre_scores_gemma":[0.9996038,0.00004079413,0.00006755469,0.00006818525,0.000003390111,0.00001033453,0.0001547097,0.00000133628,0.00005002279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074415,"threshold_uncertainty_score":0.2136323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836716512395714,"score_gpt":0.4193746161402426,"score_spread":0.3610074510162855,"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."}}