{"id":"W3204594033","doi":"10.1177/01945998211045364","title":"Opioid Prescriptions Following Otologic Surgery: A Population‐Based Study","year":2021,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Mastoidectomy; Tympanoplasty; Stapedectomy; Surgery; Population; Opioid; Retrospective cohort study; Cholesteatoma; Anesthesia; Internal medicine; Otosclerosis","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":[0.0003425159,0.0002347483,0.0002951169,0.000808144,0.0007059093,0.0006427024,0.0005615007,0.0004293018,0.001115375],"category_scores_gemma":[0.001603041,0.0003402384,0.0002912206,0.002289332,0.0004631865,0.0005186178,0.0004280638,0.0004585668,0.0001853593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199059,"about_ca_system_score_gemma":0.003806774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4918689,"about_ca_topic_score_gemma":0.6354302,"domain_scores_codex":[0.9992868,0.00004879227,0.00005895201,0.0001128072,0.0003268021,0.0001658766],"domain_scores_gemma":[0.9987858,0.00009224281,0.0006665874,0.00003893879,0.0002269379,0.000189486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001964269,0.00001999738,0.9992657,0.000007452568,0.00001181686,0.00003545423,0.00008032916,0.00001147839,0.00006493112,0.000003252965,0.00006161166,0.0004183514],"study_design_scores_gemma":[0.000003303157,0.00003156032,0.9995257,0.000004017058,0.000005500174,0.00007809862,0.0002169286,0.00003697204,0.00001136848,0.000002090629,0.00008214121,0.000002341731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989072,0.0001047434,0.00002875785,0.00003762898,0.000001890301,0.00001748225,0.0006127298,0.000001893422,0.0002876908],"genre_scores_gemma":[0.9992873,0.0001180424,0.00004350293,0.00003750595,0.00000403398,0.00001091829,0.0003990567,0.000001083453,0.0000984752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4918689,"threshold_uncertainty_score":0.9780118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596376783171129,"score_gpt":0.2956498487524313,"score_spread":0.2696860809207201,"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."}}