{"id":"W2163977342","doi":"10.1093/ije/dyh357","title":"Baseline self-perceived risk of HIV infection independently predicts the rate of HIV seroconversion in a prospective cohort of injection drug users","year":2004,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Seroconversion; Medicine; Prospective cohort study; Proportional hazards model; Hazard ratio; Cohort; Cohort study; Cumulative incidence; Internal medicine; Confidence interval; Relative risk; Risk factor; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007761817,0.0003338089,0.0002655564,0.0005409108,0.0004311325,0.0009240602,0.0003641977,0.0004467555,0.001574064],"category_scores_gemma":[0.003049022,0.0004006726,0.000437117,0.0004912649,0.0002990978,0.0002332593,0.0003459896,0.0008818913,0.0002574604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194789,"about_ca_system_score_gemma":0.0004561378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119081,"about_ca_topic_score_gemma":0.01152657,"domain_scores_codex":[0.9997516,0.00007185628,0.00001868361,0.00004478616,0.00006064724,0.00005232229],"domain_scores_gemma":[0.9978072,0.0005592593,0.0006925803,0.0001864538,0.0002049856,0.0005495108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006183855,0.00002034925,0.9995893,0.000001734796,0.00001417866,0.000009738181,0.00001801134,0.00001688018,0.00004662146,0.000002397146,0.00001312374,0.0002059534],"study_design_scores_gemma":[0.000004398474,0.00006308619,0.9995142,0.000002958312,0.00001549054,0.00006210842,0.00004611819,0.0002382731,0.00002357125,0.00000513246,0.00002289867,0.000001702078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996346,0.00008770505,0.00004100719,0.00001410328,0.000002591922,0.000005147618,0.000102408,0.000002004816,0.0001104464],"genre_scores_gemma":[0.9995306,0.00007486143,0.0000671968,0.000008995601,0.000004181879,0.000004063507,0.0001995007,0.000001074212,0.000109643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119081,"threshold_uncertainty_score":0.02367753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498577133809142,"score_gpt":0.3387792738557568,"score_spread":0.3137935025176654,"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."}}