{"id":"W2028735877","doi":"10.1016/s2214-109x(14)70277-3","title":"Cost-effectiveness of HIV prevention for high-risk groups at scale: an economic evaluation of the Avahan programme in south India","year":2014,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Manitoba; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research; International Development Research Centre; University of New South Wales; HIV Research Trust; Wellcome Trust; Department for International Development, UK Government; London School of Hygiene and Tropical Medicine; Canadian Foundation for AIDS Research; Bill and Melinda Gates Foundation","keywords":"Cost effectiveness; Demography; Marginal cost; Medicine; Population; Environmental health; Activity-based costing; Cost–benefit analysis; Cohort; Cost-effectiveness analysis; Counterfactual thinking; Transmission (telecommunications); Life expectancy; Business; Economics; Psychology; Biology; Risk analysis (engineering); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007456157,0.00008061999,0.0003518729,0.00003707437,0.0000914363,0.000006580504,0.0001828965,0.00004756546,0.0000254149],"category_scores_gemma":[0.0002788368,0.00004938946,0.0001074377,0.0001483911,0.0001031102,0.00005547982,0.00004954117,0.0001152959,0.000008014194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007748849,"about_ca_system_score_gemma":0.0003551727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009411854,"about_ca_topic_score_gemma":0.004235442,"domain_scores_codex":[0.9971943,0.001705609,0.0003339161,0.000169198,0.0002761553,0.000320773],"domain_scores_gemma":[0.9989929,0.0001081753,0.0002808553,0.0004046478,0.0001218024,0.0000916689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00275456,0.0007118654,0.5879737,0.001370968,0.0001078149,6.845016e-8,0.001210182,0.0002928018,0.000140989,0.00963937,0.002378935,0.3934187],"study_design_scores_gemma":[0.005834764,0.003415092,0.9652573,0.0005621812,0.00007397178,0.000002511384,0.0002025849,0.01415773,0.0005038628,0.009713405,0.0002261803,0.00005040076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930922,0.0001403816,0.00117126,0.0007583574,0.00007994055,0.003947952,0.0003827972,0.00001200196,0.0004151271],"genre_scores_gemma":[0.9990855,0.00003192765,0.0001669378,0.00003961377,0.0001277441,0.0003164466,0.0001422692,0.000007503447,0.00008209125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3933683,"threshold_uncertainty_score":0.258417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08479880838511969,"score_gpt":0.4342344682188849,"score_spread":0.3494356598337652,"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."}}