{"id":"W4315478989","doi":"10.1080/19439342.2023.2166565","title":"Infections averted by a comprehensive HIV prevention intervention and its cost-effectiveness: a prospective cohort study of persons who inject drugs in Delhi, India","year":2023,"lang":"en","type":"article","venue":"Journal of Development Effectiveness","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian International Development Agency","keywords":"Medicine; Harm reduction; Cohort; Human immunodeficiency virus (HIV); Syringe; Cost effectiveness; Intervention (counseling); Condom; Environmental health; Family medicine; Psychiatry; Internal medicine; Syphilis","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":[0.001274965,0.0005137549,0.0004322127,0.0009182098,0.0005991049,0.0009606824,0.0008191504,0.0006663774,0.0009118693],"category_scores_gemma":[0.002782192,0.0005357001,0.001927939,0.0009582863,0.0005143262,0.0004168925,0.0006478853,0.0009742986,0.0001415561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539849,"about_ca_system_score_gemma":0.001330559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04791977,"about_ca_topic_score_gemma":0.04068094,"domain_scores_codex":[0.9987546,0.0006386748,0.00008329465,0.000114198,0.0001573104,0.0002518353],"domain_scores_gemma":[0.9984131,0.0005818825,0.0004036329,0.0001650549,0.0001217945,0.0003145823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003246277,0.002716912,0.9840662,0.00006411524,0.0009842356,0.0004976289,0.000400202,0.0009534067,0.0004222649,0.00009843232,0.0002069981,0.006343274],"study_design_scores_gemma":[0.0004144718,0.004370068,0.9912354,0.00002664004,0.0007574316,0.0004200444,0.00085706,0.001465034,0.0001990411,0.0000461583,0.0001754434,0.00003315292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995856,0.00007347784,0.00003315985,0.00002804627,0.000003908686,0.0000286161,0.0001153882,0.000001845572,0.0001298942],"genre_scores_gemma":[0.9994809,0.0001327723,0.00009899375,0.00003648507,0.000006022526,0.00002149614,0.0001232757,9.425829e-7,0.00009896563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791977,"threshold_uncertainty_score":0.09528166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196847658506969,"score_gpt":0.3571274054212499,"score_spread":0.3251589288361802,"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."}}