{"id":"W2064115604","doi":"10.1007/s11904-014-0237-5","title":"Treatment as Prevention—Where Next?","year":2014,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; AIDS Vancouver","funders":"National Institute on Drug Abuse","keywords":"Life expectancy; Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Transmission (telecommunications); Population; Expanded access; Men who have sex with men; Demography; Gerontology; Viral load; Environmental health; Intensive care medicine; Family medicine; Internal medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003531251,0.001586765,0.005066951,0.003797669,0.0008625786,0.005198654,0.002047982,0.004376709,0.008510273],"category_scores_gemma":[0.004744283,0.0007356142,0.001675459,0.004906227,0.002208827,0.004592876,0.001632908,0.006246378,0.002213527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293265,"about_ca_system_score_gemma":0.009899344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00771819,"about_ca_topic_score_gemma":0.01666316,"domain_scores_codex":[0.9984077,0.0006872076,0.0002824234,0.0001661953,0.0003363708,0.0001201838],"domain_scores_gemma":[0.9971258,0.001951991,0.0003515544,0.0000539641,0.000362112,0.000154506],"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":[0.0001257719,0.0000950717,0.0002272352,0.08074328,0.0004666678,0.00009302192,0.0001618601,0.000191675,0.0001282265,0.009825251,0.06462742,0.8433144],"study_design_scores_gemma":[0.0001259091,0.0001184158,0.001018668,0.1908516,0.001455406,0.0006448671,0.000666682,0.000111248,0.00009535431,0.007537121,0.7973271,0.00004771966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009274356,0.9987967,0.00001940959,0.0006409204,0.0003247583,0.000002963838,0.000004565648,0.000001715947,0.0001997064],"genre_scores_gemma":[0.0002503617,0.9985523,0.00007965374,0.0007895115,0.0002240071,0.000005567028,0.000005640923,7.799019e-7,0.00009219222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008510273,"threshold_uncertainty_score":0.02846968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09359135562076044,"score_gpt":0.4445806648619252,"score_spread":0.3509893092411648,"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."}}