{"id":"W2086184485","doi":"10.1016/s0740-5472(03)00064-3","title":"Substance abuse treatment and emergency department utilization among a cohort of HIV-infected persons with alcohol problems","year":2003,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Center for Research Resources; National Institute on Alcohol Abuse and Alcoholism","keywords":"Emergency department; Substance abuse; Medicine; Attendance; Psychiatry; Cohort; Odds; Odds ratio; Substance abuse treatment; Alcohol abuse; Cohort study; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003530536,0.0004211043,0.001082912,0.0001796818,0.0004649856,0.00001305115,0.0001028832,0.0001742401,0.0002175958],"category_scores_gemma":[0.000009398183,0.0002773216,0.0001736216,0.0004610909,0.0001265902,0.0003474332,0.000001750054,0.0001949878,0.000007654126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044287,"about_ca_system_score_gemma":0.0002138432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623919,"about_ca_topic_score_gemma":0.01841953,"domain_scores_codex":[0.997116,0.0004288219,0.001139712,0.0003303816,0.000436957,0.0005481291],"domain_scores_gemma":[0.9973435,0.0001475833,0.001313539,0.0003228257,0.0005768733,0.0002956855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425833,0.0009265014,0.8359721,0.00007476484,0.000609122,0.00006117648,0.1613392,0.000107776,0.0001787984,0.0001822569,0.00002602538,0.0002796534],"study_design_scores_gemma":[0.01605718,0.003977794,0.8953696,0.001677561,0.001541242,0.00001665863,0.07096509,0.00006205305,0.004008737,0.0001859206,0.005406868,0.0007312862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991702,0.005453913,0.0003683712,0.00003360021,0.0002526052,0.001694213,0.00004526147,0.00003504516,0.0004150094],"genre_scores_gemma":[0.9411567,0.05729826,0.000474294,0.000005789959,0.00007478584,0.0002471125,0.000020657,0.00005137769,0.0006710278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09037409,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06153677940104616,"score_gpt":0.3531803409497155,"score_spread":0.2916435615486693,"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."}}