{"id":"W3164134859","doi":"10.1002/hed.26774","title":"Perioperative pain management and opioid‐reduction in head and neck endocrine surgery: An American Head and Neck Society Endocrine Surgery Section consensus statement","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Endocrine surgery; Opioid; Head and neck; Evidence-based medicine; General surgery; Intensive care medicine; Surgery; Thyroid; Alternative medicine; Internal medicine; Pathology","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":[0.0664626,0.0009199288,0.001528632,0.003664598,0.001782564,0.002529043,0.003075542,0.005397861,0.001977725],"category_scores_gemma":[0.05848914,0.0005590554,0.002772634,0.002051424,0.001462365,0.00230253,0.003239908,0.006118491,0.0007309166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029002,"about_ca_system_score_gemma":0.0339092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005391677,"about_ca_topic_score_gemma":0.009100698,"domain_scores_codex":[0.9701745,0.01259766,0.008282311,0.0007580684,0.007204826,0.0009827326],"domain_scores_gemma":[0.9354382,0.02440113,0.005645051,0.0007511593,0.02975501,0.004009625],"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":[0.0003199724,0.0008246418,0.01001716,0.03323462,0.0007244975,0.000986529,0.005329282,0.00335492,0.002698264,0.008883834,0.2667674,0.6668589],"study_design_scores_gemma":[0.0004442065,0.001168468,0.02420621,0.1756233,0.001858634,0.003332378,0.01281335,0.004208981,0.002808599,0.02276623,0.7504323,0.0003373338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02058481,0.2089892,0.02225853,0.6945932,0.02042225,0.004110484,0.001321221,0.000149987,0.02757039],"genre_scores_gemma":[0.2101522,0.45145,0.1790556,0.1266932,0.01129824,0.006416083,0.004103805,0.0001103784,0.01072054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0664626,"threshold_uncertainty_score":0.351492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347637074455324,"score_gpt":0.3008814702942396,"score_spread":0.2774050995496863,"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."}}