{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007063157,0.0002274318,0.0002962823,0.001145713,0.001448384,0.001263437,0.0008239312,0.0004511465,0.009086274],"category_scores_gemma":[0.007159822,0.0002284781,0.0002591837,0.002699036,0.0007474939,0.0006330974,0.001366837,0.0009280811,0.000537809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005355627,"about_ca_system_score_gemma":0.008819063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5071081,"about_ca_topic_score_gemma":0.5891661,"domain_scores_codex":[0.9988005,0.0002385527,0.0001682226,0.000114489,0.0003227129,0.0003555436],"domain_scores_gemma":[0.9952679,0.0006019263,0.001659161,0.0001174641,0.001087086,0.001266466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004024983,0.00009182726,0.9705028,0.0006719651,0.00003596686,0.0002661545,0.001188415,0.00006997077,0.00008510202,0.0002014942,0.003727403,0.02311867],"study_design_scores_gemma":[0.000004977103,0.00002327043,0.9958434,0.0003261092,0.0000104018,0.0001810968,0.001303538,0.00004173689,0.00001211623,0.0000707807,0.002178037,0.000004461923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302201,0.01668236,0.0004125176,0.008534254,0.0002085726,0.0007848525,0.00775684,0.00004979621,0.03535063],"genre_scores_gemma":[0.9868214,0.00808695,0.0003654062,0.0009383284,0.0001083358,0.000141716,0.001975914,0.000005804999,0.001556122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5071081,"threshold_uncertainty_score":0.9915893,"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."}}