{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007198037,0.0001762917,0.000818724,0.000657193,0.0000272206,0.000002388439,0.000264082,0.0001794892,0.00005821912],"category_scores_gemma":[0.009420119,0.0001258074,0.0002370217,0.0002821026,0.0002259359,0.0002332116,0.00007122038,0.0007417408,0.000006203388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397745,"about_ca_system_score_gemma":0.0004081702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887976,"about_ca_topic_score_gemma":0.0004388913,"domain_scores_codex":[0.9961022,0.001169447,0.001806019,0.0002268879,0.000501093,0.0001944039],"domain_scores_gemma":[0.9936291,0.001723376,0.002478263,0.000200181,0.001874924,0.00009418304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001865155,0.0005204789,0.9628071,0.00004174757,0.000809703,0.00002251017,0.003912937,0.02482199,0.004079844,0.0002352365,0.00049256,0.0003907213],"study_design_scores_gemma":[0.005172587,0.0007840869,0.979525,0.0004798745,0.0002845184,0.000306541,0.0015658,0.002725807,0.006329797,0.002640466,0.000102204,0.0000833211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929206,0.00009072184,0.00371222,0.001908883,0.000638458,0.0004478339,0.00004113174,0.00001228497,0.0002278272],"genre_scores_gemma":[0.9972692,0.0009745653,0.001179382,0.0002173917,0.0002520806,0.000007490524,0.00002465494,0.00001687802,0.00005835128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209619,"threshold_uncertainty_score":0.998924,"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."}}