{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465738,0.00006263347,0.0002216677,0.0002311669,0.00003844896,0.000008989439,0.00003150303,0.00004103125,0.00001617777],"category_scores_gemma":[0.0000793475,0.00005989105,0.00003985089,0.0001157902,0.00007205888,0.0001341889,0.00002740065,0.000221713,6.952728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007903143,"about_ca_system_score_gemma":0.0007410905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1474782,"about_ca_topic_score_gemma":0.3427475,"domain_scores_codex":[0.9987343,0.0006310852,0.0002765884,0.00009823622,0.0001519196,0.0001078923],"domain_scores_gemma":[0.9994503,0.00006141351,0.00008259076,0.00014409,0.000175866,0.0000857694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000775075,0.0007155188,0.8722628,0.000374571,0.000006056402,4.716307e-7,0.001821898,0.00001820288,0.0006073388,0.00000998621,0.00001988745,0.1240857],"study_design_scores_gemma":[0.003061494,0.007745038,0.9814283,0.004091503,0.00009743842,0.000004967295,0.002287753,0.0003022444,0.000901793,0.00002058349,0.00001035141,0.00004852678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980814,0.0005568679,0.00004786266,0.00006368159,0.00001539259,0.00114903,0.00000647753,0.000004342201,0.00007497536],"genre_scores_gemma":[0.9993955,0.00001634356,0.0001880414,0.000003167597,0.000003899734,0.0002333518,0.0001003359,0.000005068508,0.00005426318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1952694,"threshold_uncertainty_score":0.8581988,"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."}}