{"id":"W1895784800","doi":"10.1111/dar.12270","title":"Illicit drug use in acute care settings","year":2015,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; Canada Research Chairs","keywords":"Medicine; Drug; Abstinence; Harm reduction; Logistic regression; Illicit drug; Heroin; Psychiatry; Addiction; Harm; Emergency medicine; Family medicine; Internal medicine; Human immunodeficiency virus (HIV); Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006176397,0.0002458822,0.0007293969,0.0000942232,0.00004029278,0.00003311872,0.0001209705,0.00005842584,0.00003408458],"category_scores_gemma":[0.0003481482,0.0001896085,0.00008973433,0.0003625748,0.00006004995,0.0001896609,0.00009604925,0.0003382087,0.0002343831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008089912,"about_ca_system_score_gemma":0.0001115563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002227943,"about_ca_topic_score_gemma":0.00009533171,"domain_scores_codex":[0.9983426,0.0001278622,0.0004449887,0.0004031172,0.0003389989,0.0003424258],"domain_scores_gemma":[0.9987712,0.00008766846,0.0001081926,0.0004564231,0.0001680755,0.0004084513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001106194,0.0002550661,0.09195339,0.01611086,0.0002195733,0.001057795,0.05627725,0.000002078414,0.0002439928,0.0003185077,0.4468634,0.3865874],"study_design_scores_gemma":[0.002620388,0.00008196488,0.003643551,0.01482975,0.0006441361,0.0001848681,0.01042627,0.00003526238,0.0002382095,0.00005861947,0.9667646,0.0004723895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6889722,0.2954501,0.000002092507,0.008382929,0.0001493297,0.001267872,0.00004691833,0.0001097971,0.005618782],"genre_scores_gemma":[0.6637903,0.2914775,0.001498463,0.02512395,0.0003495126,0.0001603896,0.0003460937,0.0001316266,0.01712213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199012,"threshold_uncertainty_score":0.7732011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06979483584749631,"score_gpt":0.3684388667844919,"score_spread":0.2986440309369956,"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."}}