{"id":"W2764284270","doi":"10.1097/qai.0000000000001557","title":"Belief in Treatment as Prevention and Its Relationship to HIV Status and Behavioral Risk","year":2017,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; University of Victoria; Simon Fraser University","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Latent class model; Serostatus; Medicine; Sexual orientation; Demography; Odds ratio; Men who have sex with men; Logistic regression; Cohort; Psychology; Human immunodeficiency virus (HIV); Internal medicine; Viral load; Social psychology; Family medicine; Syphilis","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":[0.00127466,0.0001736665,0.0001543473,0.0005802145,0.0006846237,0.001094,0.000492161,0.0004164681,0.00167938],"category_scores_gemma":[0.004896146,0.0001580206,0.000285956,0.0006490487,0.0007357484,0.0002482784,0.0005709156,0.0009740508,0.0001084942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709005,"about_ca_system_score_gemma":0.003040351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4566115,"about_ca_topic_score_gemma":0.5616671,"domain_scores_codex":[0.9992573,0.0001854193,0.00004254061,0.00007106487,0.0002395425,0.0002041554],"domain_scores_gemma":[0.9963042,0.00066206,0.001511873,0.0001164437,0.0005816621,0.000823804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001618086,0.00002996819,0.9984037,0.000003967277,0.000011845,0.000005690454,0.000228902,0.00001786965,0.00001386366,0.00001335093,0.00002563484,0.00122902],"study_design_scores_gemma":[0.000001140467,0.00002180243,0.9992029,0.00001137729,0.000008244059,0.00001889596,0.0004965949,0.0001268127,0.00001159415,0.00001262496,0.00008653615,0.000001610837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989096,0.000190479,0.00003539235,0.0001310855,0.000002291921,0.00001051459,0.0001190405,0.000001289155,0.0006002715],"genre_scores_gemma":[0.9996717,0.00006886708,0.00004072305,0.00001435334,0.000002122139,0.000003160043,0.00006523064,4.240176e-7,0.0001334544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566115,"threshold_uncertainty_score":0.9079075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053829929373915,"score_gpt":0.3842979408418136,"score_spread":0.3337596415480745,"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."}}