{"id":"W2190672222","doi":"10.1097/qad.0000000000000989","title":"Factors associated with initiation of antiretroviral therapy among HIV-positive people who use injection drugs in a Canadian setting","year":2015,"lang":"en","type":"article","venue":"AIDS","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"National Institute on Drug Abuse; International AIDS Society","keywords":"Medicine; Hazard ratio; Seroconversion; Methadone; Proportional hazards model; Confidence interval; Criminalization; Injection drug use; Demography; Internal medicine; Human immunodeficiency virus (HIV); Psychiatry; Family medicine; Drug injection; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003821289,0.0001444709,0.000315333,0.0003959008,0.00004415682,0.00002166145,0.00004965481,0.0001257806,0.000009100236],"category_scores_gemma":[0.0006683567,0.0001202314,0.00003163895,0.0007313385,0.00004881755,0.000397247,0.00001032702,0.0002211534,0.000003012422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006095155,"about_ca_system_score_gemma":0.0005213992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3565098,"about_ca_topic_score_gemma":0.2287409,"domain_scores_codex":[0.9988153,0.000154383,0.0002328334,0.0001883775,0.0003014519,0.0003076511],"domain_scores_gemma":[0.9990817,0.0001510972,0.000149824,0.0001443602,0.0002407551,0.0002322174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006333856,0.0000528436,0.9320567,0.000005309916,0.00005037759,0.00000573326,0.0665255,0.00003567139,0.0001649066,0.00001373431,0.0001159423,0.0009099368],"study_design_scores_gemma":[0.001742275,0.001330986,0.9678282,0.0001670745,0.00003297334,0.000001146513,0.02618672,0.00065471,0.001915598,0.000008688575,0.000008840843,0.0001227528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983138,0.00001413329,0.00001721155,0.00006680618,0.00005859406,0.0003337869,0.00005830392,0.00003782305,0.001099557],"genre_scores_gemma":[0.9992983,0.00000311796,0.00003522039,0.0000991022,0.00003431814,0.000007915389,0.0002980392,0.00003053644,0.0001934361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277689,"threshold_uncertainty_score":0.7853326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522626703711805,"score_gpt":0.3003880149180941,"score_spread":0.2551617478809761,"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."}}