{"id":"W1954674958","doi":"10.1007/s10461-015-1109-8","title":"Economic Evaluation of Community-Based HIV Prevention Programs in Ontario: Evidence of Effectiveness in Reducing HIV Infections and Health Care Costs","year":2015,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto; University Health Network; Ministry of Health and Long Term Care; Ontario AIDS Network; Ontario HIV Treatment Network","funders":"Ontario Ministry of Health and Long-Term Care; Ontario HIV Treatment Network; Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Health psychology; Human immunodeficiency virus (HIV); Environmental health; Health care; Cost effectiveness; Medicine; Liberian dollar; Program evaluation; Investment (military); Community health; Business; Gerontology; Economic growth; Family medicine; Nursing; Political science; Finance; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006992721,0.0006851096,0.0006671943,0.0009885385,0.00127492,0.001237648,0.0008518777,0.0005345942,0.002581722],"category_scores_gemma":[0.02478219,0.0002604071,0.001339865,0.00180839,0.0007515237,0.0006161563,0.0007040752,0.0005997836,0.00007745157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0555415,"about_ca_system_score_gemma":0.05698924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8175162,"about_ca_topic_score_gemma":0.878803,"domain_scores_codex":[0.9912788,0.005059806,0.000443596,0.0001882586,0.002301531,0.0007279676],"domain_scores_gemma":[0.9861816,0.005112274,0.003201998,0.0003709151,0.003505824,0.001627365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05946705,0.01026414,0.374703,0.01826221,0.01089539,0.0006730569,0.002014274,0.06293975,0.002247547,0.006297946,0.01334853,0.4388871],"study_design_scores_gemma":[0.01652071,0.0234384,0.8772485,0.005935536,0.01022099,0.0002309441,0.00256248,0.03482619,0.001999378,0.002689606,0.02410841,0.0002189185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564221,0.01353383,0.0008343313,0.003833328,0.0001039772,0.002476577,0.002857201,0.00003061202,0.01990804],"genre_scores_gemma":[0.9930758,0.004135679,0.000907697,0.0002804524,0.00002886252,0.0003496977,0.0005545023,0.000005006212,0.0006622061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824838,"threshold_uncertainty_score":0.4029837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1952032771969736,"score_gpt":0.453173729517282,"score_spread":0.2579704523203084,"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."}}