{"id":"W2121709759","doi":"10.1371/journal.pone.0012747","title":"Cost-Effectiveness of HIV Testing Referral Strategies among Tuberculosis Patients in India","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; University of Cape Town; Institut National de la Santé et de la Recherche Médicale; Indian Council of Medical Research; Doris Duke Charitable Foundation; York University; Yale University; Brigham and Women's Hospital; Massachusetts General Hospital","keywords":"Referral; Medicine; Life expectancy; Tuberculosis; Cost effectiveness; Human immunodeficiency virus (HIV); Pediatrics; Family medicine; Population; Environmental health; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152956,0.0007684416,0.0005461476,0.001127384,0.0004020979,0.001506709,0.001378431,0.0009509909,0.002301728],"category_scores_gemma":[0.008603346,0.0003523929,0.001730532,0.001130879,0.0006245075,0.0008428512,0.001255175,0.001017563,0.0001734813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005679939,"about_ca_system_score_gemma":0.003657177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03670562,"about_ca_topic_score_gemma":0.02601381,"domain_scores_codex":[0.9978862,0.0012656,0.0001257522,0.0001402467,0.0001862905,0.0003959186],"domain_scores_gemma":[0.993982,0.003941132,0.000898228,0.0001555084,0.0003982264,0.0006248173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.005367432,0.002403055,0.3804839,0.0006734474,0.001222526,0.0007883894,0.0003524497,0.5371555,0.0008726426,0.002251656,0.002438459,0.06599064],"study_design_scores_gemma":[0.002167099,0.009765653,0.367203,0.0007113395,0.002553802,0.002083371,0.002710295,0.6023544,0.002401829,0.006065537,0.001758688,0.000224953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944798,0.0009057288,0.0007778435,0.001027285,0.00002142602,0.0001309192,0.0004794,0.00006011907,0.002117502],"genre_scores_gemma":[0.9988444,0.0002546229,0.0005369593,0.00008364021,0.00000443298,0.00003453915,0.0001468213,0.000002495588,0.00009201064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03670562,"threshold_uncertainty_score":0.07298392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052754221836633,"score_gpt":0.3379345303748868,"score_spread":0.2326591081912235,"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."}}