{"id":"W2111699314","doi":"10.1017/s1481803500013038","title":"Treatment variability and outcome differences in the emergency department management of alcohol withdrawal","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University; Centre for Addiction and Mental Health; Mount Sinai Hospital; St Joseph's Health Centre","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Alcohol withdrawal syndrome; Audit; Diazepam; Benzodiazepine; Alcohol; Anesthesia; Medical emergency; Psychiatry; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009629721,0.0002162375,0.0005820632,0.0002827179,0.00008005768,0.000001678684,0.000206681,0.00005679743,0.001503409],"category_scores_gemma":[0.0001219082,0.000115361,0.0001173406,0.0003923327,0.0001486783,0.00008124161,0.00001059838,0.0001749711,0.000002928282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544773,"about_ca_system_score_gemma":0.0001757319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962182,"about_ca_topic_score_gemma":0.004252662,"domain_scores_codex":[0.9977427,0.0001134224,0.001231655,0.0001882502,0.0003929792,0.0003310055],"domain_scores_gemma":[0.998759,0.00004386828,0.0003278989,0.0003082832,0.0001374865,0.0004234942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007042755,0.0001654192,0.9906553,0.0001325216,0.00014807,0.000188428,0.002389512,0.00000397865,0.00002750031,0.001911695,0.001060516,0.003246645],"study_design_scores_gemma":[0.002568409,0.001806189,0.9850789,0.0001420968,0.000557852,0.0001253889,0.00169884,0.00004650449,0.00001742196,0.0003338306,0.007503995,0.0001205399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789053,0.00407398,0.00005905836,0.006099276,0.001299216,0.0004499078,0.0000117707,0.000002837848,0.009098712],"genre_scores_gemma":[0.9967741,0.002065354,0.0001412639,0.00005908339,0.0003835284,0.00001188975,0.000006002535,0.000009967038,0.0005487789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786889,"threshold_uncertainty_score":0.9994094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09453725680881041,"score_gpt":0.3520849211243168,"score_spread":0.2575476643155064,"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."}}