{"id":"W4413354231","doi":"10.1093/cid/ciaf400","title":"In-kind Nutritional Supplementation for Persons With Drug-susceptible Tuberculosis and Their Household Contacts Would be Cost-effective for Reducing Tuberculosis Incidence and Mortality in Jharkhand, India: A Modeling Study","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Environmental health; Psychological intervention; Malnutrition; Incidence (geometry); Cost effectiveness; Disability-adjusted life year; Micronutrient; Cohort; Demography; Disease burden; Population; Internal medicine","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":[0.002854811,0.001055808,0.00124139,0.001097066,0.00054988,0.001724847,0.001930259,0.001469428,0.006854569],"category_scores_gemma":[0.006155279,0.000786264,0.004110339,0.001121127,0.0006066039,0.0009736921,0.0008872164,0.001306635,0.000332978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005704771,"about_ca_system_score_gemma":0.00415195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06141401,"about_ca_topic_score_gemma":0.03965116,"domain_scores_codex":[0.9988357,0.0007001586,0.00004553289,0.0001175402,0.00005213893,0.0002488852],"domain_scores_gemma":[0.9934567,0.005463182,0.0005247942,0.0001224465,0.000203741,0.0002292886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005203612,0.001849267,0.04305936,0.0007998662,0.001548041,0.0007136758,0.0002826544,0.9238653,0.0006081467,0.008064149,0.002760578,0.01124538],"study_design_scores_gemma":[0.002063841,0.003342872,0.02396448,0.0002603735,0.003179625,0.0004118366,0.0005183888,0.954811,0.0005956669,0.008270445,0.002482239,0.00009921419],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977542,0.001577754,0.0064267,0.00208026,0.00004610716,0.0006260365,0.002809607,0.00008882092,0.008802658],"genre_scores_gemma":[0.9937723,0.0007612067,0.002403696,0.0002049256,0.00001817022,0.0002982538,0.0005572271,0.000009806018,0.001974316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06141401,"threshold_uncertainty_score":0.122113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07058374657464847,"score_gpt":0.4246619763157025,"score_spread":0.354078229741054,"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."}}