{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009135141,0.0002390818,0.000442331,0.0004803389,0.001017365,0.0008883211,0.0005457735,0.001434626,0.001146831],"category_scores_gemma":[0.004218688,0.0001003691,0.0004209563,0.0002358539,0.0005481445,0.0009366085,0.0009548108,0.003069379,0.0002663531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230531,"about_ca_system_score_gemma":0.003134277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003569,"about_ca_topic_score_gemma":0.012016,"domain_scores_codex":[0.9993419,0.0002987011,0.0001020554,0.00004360857,0.0001421366,0.00007156891],"domain_scores_gemma":[0.9993348,0.0002720787,0.0001001919,0.000009497277,0.0001591694,0.000124358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002939262,0.0003176512,0.02470212,0.007124059,0.0002194687,0.01421102,0.006631639,0.001444516,0.002774742,0.01197522,0.2522175,0.6780881],"study_design_scores_gemma":[0.0002268421,0.001084852,0.0594414,0.02852367,0.0003519437,0.04220907,0.01726184,0.001855431,0.001572969,0.03633847,0.8109199,0.0002136424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03545864,0.4461409,0.008882159,0.4566399,0.02159207,0.0002879854,0.0001580703,0.0001033231,0.0307369],"genre_scores_gemma":[0.2164004,0.6347241,0.01193018,0.09098067,0.03930055,0.0003481437,0.0002103922,0.00003893452,0.006066589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003003569,"threshold_uncertainty_score":0.008928239,"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."}}