{"id":"W2006946907","doi":"10.1007/s11904-014-0227-7","title":"Cost-effectiveness Analysis Along the Continuum of HIV Care: How Can We Optimize the Effect of HIV Treatment as Prevention Programs?","year":2014,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; Simon Fraser University; AIDS Vancouver","funders":"","keywords":"Psychological intervention; Human immunodeficiency virus (HIV); Medicine; Health care; Cost-effectiveness analysis; Antiretroviral therapy; Cost–benefit analysis; Risk analysis (engineering); Intensive care medicine; Cost effectiveness; Environmental health; Nursing; Economic growth; Family medicine; Viral load; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002875485,0.0009616248,0.004972737,0.0007855956,0.0002344671,0.0001150922,0.0004832024,0.0003198702,0.0001836938],"category_scores_gemma":[0.001243895,0.0004674387,0.006468596,0.001832286,0.0005633579,0.00009863191,0.0002226463,0.0008023253,0.00002120506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655958,"about_ca_system_score_gemma":0.0007680107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001724588,"about_ca_topic_score_gemma":0.0002188439,"domain_scores_codex":[0.9913172,0.003626029,0.002009334,0.001055378,0.001261226,0.0007308972],"domain_scores_gemma":[0.9927663,0.001182025,0.002632949,0.0023957,0.0006654919,0.0003575241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001134727,0.0005858316,0.005895281,0.02905513,0.007543709,0.0001050405,0.0003001319,0.00000688985,0.000002453375,0.00002176326,0.003782774,0.9525875],"study_design_scores_gemma":[0.001693612,0.00826695,0.000183294,0.04104429,0.04378995,0.0003972822,0.0002256609,0.00009033158,0.0003083902,0.00001532549,0.9035339,0.0004510217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001434585,0.9800358,0.002018337,0.0001731196,0.0004032134,0.01473514,0.0002574438,0.00007117658,0.0008711947],"genre_scores_gemma":[0.01517235,0.9539816,0.00009615621,0.000001429021,0.0003910138,0.006757698,0.005782303,0.0001306346,0.01768677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9521365,"threshold_uncertainty_score":0.9997777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05951392289479068,"score_gpt":0.4090513056580163,"score_spread":0.3495373827632256,"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."}}