{"id":"W2167104675","doi":"10.1017/s1481803500010101","title":"Substance-related problems in patients visiting an urban Canadian emergency department","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Western University; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Documentation; Confidence interval; Demographics; Medical record; Addiction; Substance use; Substance abuse; Emergency medicine; Family medicine; Medical emergency; Psychiatry; Demography; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004355601,0.0003313094,0.0007202751,0.001209212,0.0002458512,0.000002119835,0.0002324366,0.0001475179,0.007339783],"category_scores_gemma":[0.0002198061,0.0002680448,0.0001678385,0.001025083,0.00009714418,0.0003181268,0.00000301424,0.0004184767,0.00002908786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019977,"about_ca_system_score_gemma":0.001650821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07193026,"about_ca_topic_score_gemma":0.8133076,"domain_scores_codex":[0.9966965,0.0000799708,0.001583251,0.0002812891,0.0004886433,0.0008703279],"domain_scores_gemma":[0.99599,0.00001666245,0.0004291311,0.0003254557,0.0005647368,0.002674002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002940232,0.00007736362,0.9712896,0.00001666509,0.0001265019,0.0006571563,0.008957993,0.00001303253,0.00001701079,0.00004250047,0.01834637,0.000426445],"study_design_scores_gemma":[0.004524647,0.001144009,0.9858706,0.0003846755,0.0001581467,0.00006066601,0.0008520414,0.00001711663,0.00001275723,0.0001122747,0.00660584,0.0002572033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851257,0.004613474,0.000002770375,0.000946465,0.004560424,0.0004640527,0.000007988176,0.00001282288,0.004266336],"genre_scores_gemma":[0.9964198,0.001288628,0.00003873005,0.0001436022,0.0005445092,0.000008235873,0.0001052203,0.00005012611,0.001401104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7413773,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06263520790253634,"score_gpt":0.2942584369866038,"score_spread":0.2316232290840674,"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."}}