{"id":"W4283078440","doi":"10.1002/wjo2.19","title":"Overprescription of opioid analgesia is common following ambulatory Otolaryngology—Head and Neck surgery procedures: A multicenter study","year":2022,"lang":"en","type":"article","venue":"World Journal of Otorhinolaryngology - Head and Neck Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Oxycodone; Otorhinolaryngology; Codeine; Medical prescription; Acetaminophen; Ambulatory; Opioid; Anesthesia; Hydrocodone; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347325,0.0003452955,0.00039031,0.0008213553,0.0008266227,0.001061108,0.0005670116,0.0005081248,0.00139426],"category_scores_gemma":[0.002795442,0.0003256724,0.0006131285,0.001771141,0.00050229,0.0007715994,0.0007161423,0.0004827655,0.0002434934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006506745,"about_ca_system_score_gemma":0.0009223687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01786259,"about_ca_topic_score_gemma":0.02349196,"domain_scores_codex":[0.998705,0.000369098,0.0002025992,0.0002602939,0.0002422423,0.0002206925],"domain_scores_gemma":[0.9956716,0.0003973164,0.002494956,0.0002445515,0.0005146228,0.0006769554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000593552,0.0000277802,0.9993832,0.000007799776,0.00003064086,0.00002877177,0.00008925801,0.000002288848,0.00006077164,0.000002821045,0.00003544663,0.0002717436],"study_design_scores_gemma":[0.000008950769,0.0001090094,0.9990618,0.000007909694,0.00003125127,0.0001373268,0.000476363,0.00002792002,0.00001954875,0.000002796067,0.0001142525,0.00000293968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992598,0.0002406591,0.00003044363,0.00003363621,0.000004450946,0.00001761549,0.0002213038,0.000001280377,0.0001909833],"genre_scores_gemma":[0.9994135,0.0001575934,0.00004842161,0.00004860858,0.00001978024,0.00001707865,0.000234753,0.000001578965,0.00005877321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786259,"threshold_uncertainty_score":0.03551722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954307629382105,"score_gpt":0.2803901085181751,"score_spread":0.2608470322243541,"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."}}