{"id":"W2027026473","doi":"10.1097/01.qai.0000157006.28535.ml","title":"Requiring Help Injecting Independently Predicts Incident HIV Infection Among Injection Drug Users","year":2005,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse; University of British Columbia","keywords":"Medicine; Prospective cohort study; Confidence interval; Population; Odds ratio; Confounding; Incidence (geometry); Internal medicine; Drug injection; Cohort; Cumulative incidence; Human immunodeficiency virus (HIV); Immunology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003245481,0.0004888229,0.001025396,0.001980833,0.0004439495,0.0001688502,0.0004193011,0.0002896994,0.00009455302],"category_scores_gemma":[0.001978356,0.0004443149,0.0004820238,0.001742761,0.0002441369,0.002304866,0.0002181252,0.000733673,0.0001784493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052071,"about_ca_system_score_gemma":0.0003710727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003236464,"about_ca_topic_score_gemma":0.00008596965,"domain_scores_codex":[0.9944993,0.0002925618,0.002175256,0.0004919306,0.001702126,0.0008388442],"domain_scores_gemma":[0.9963814,0.0002771918,0.001703757,0.0005931143,0.0006929874,0.0003515348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005952232,0.00101258,0.8861331,0.0003235048,0.0004879493,0.000526518,0.02467328,0.01151156,0.03418382,0.00004003117,0.001575761,0.03893669],"study_design_scores_gemma":[0.005221523,0.002710146,0.926406,0.0020095,0.0007208946,0.01229625,0.02609915,0.003039346,0.02012439,0.0001245894,0.0004828559,0.000765327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932895,0.001478045,0.001121335,0.0004502717,0.001775053,0.0004893825,0.000003735612,0.000266301,0.001126362],"genre_scores_gemma":[0.9961156,0.0004074681,0.0008936128,0.00007412475,0.0006141391,0.00001335789,0.00001220817,0.0001202829,0.001749223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04027296,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600207287690032,"score_gpt":0.3029712108888046,"score_spread":0.2769691380119043,"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."}}