{"id":"W4322099829","doi":"10.1002/ohn.164","title":"Approach and Management of Alcohol Withdrawal Syndrome in Operative Head and Neck Cancer Patients","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; University Health Network; Queen's University","funders":"","keywords":"Medicine; Otorhinolaryngology; Head and neck cancer; Perioperative; Head and neck surgery; Addiction; Population; Pain medicine; Head and neck; Alcohol withdrawal syndrome; General surgery; Cancer; Surgery; Intensive care medicine; Anesthesia; Alcohol; Anesthesiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009790746,0.0001046572,0.0003008037,0.0001595363,0.00002984883,0.000003815514,0.00004262466,0.00006863067,0.00001292197],"category_scores_gemma":[0.000009153528,0.00008487869,0.00001566074,0.0002954396,0.0001294683,0.00005184668,0.0001069483,0.00009733328,0.000005746861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001534031,"about_ca_system_score_gemma":0.00001428481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001987983,"about_ca_topic_score_gemma":0.00002364196,"domain_scores_codex":[0.9992367,0.00003137736,0.0001744222,0.000256999,0.0001022798,0.0001981997],"domain_scores_gemma":[0.9997485,0.00001604096,0.00003795097,0.0001176357,0.00002527487,0.00005464509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072092,0.000161226,0.9957801,0.0004309668,0.00005787131,0.0001995069,0.0007477134,0.00000485344,0.00009196209,0.001658549,0.00009261429,0.0006674035],"study_design_scores_gemma":[0.003171252,0.0004672179,0.9952832,0.0001018924,0.00004108703,0.00007991118,0.0001312601,0.0004469117,0.0000443664,0.00003628181,0.0001221944,0.00007438006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941038,0.000402235,0.000005124816,0.0001685599,0.00005377209,0.0005521564,0.00001246758,0.00001894565,0.004682898],"genre_scores_gemma":[0.9986244,0.0004550751,0.0002134818,0.0000975814,0.000007219643,0.00009502326,0.00004144998,0.00001133554,0.0004544387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004520554,"threshold_uncertainty_score":0.3461252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063820264760026,"score_gpt":0.3047560566759232,"score_spread":0.284117854028323,"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."}}