{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493588,0.0001993335,0.0005707689,0.0001945448,0.0001471108,0.00002052873,0.00006877517,0.0001299522,0.000544523],"category_scores_gemma":[0.0003547558,0.0001856919,0.0002952111,0.0004083174,0.00001694358,0.00006771453,0.00005763323,0.0001742032,0.0001249585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096931,"about_ca_system_score_gemma":0.0003338837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002898006,"about_ca_topic_score_gemma":0.0001944075,"domain_scores_codex":[0.9983699,0.0002444542,0.0003482263,0.0004746965,0.0002155933,0.0003470816],"domain_scores_gemma":[0.9989051,0.0002080604,0.00007160139,0.0006058856,0.00008506891,0.0001242846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004725933,0.002087664,0.9943034,0.00003939645,0.0002328851,0.001599193,0.000238462,0.000008001177,0.0006366028,0.0001079844,0.0005197105,0.0001794275],"study_design_scores_gemma":[0.00178754,0.00027779,0.9951257,0.00003801784,0.0003682321,0.00009216835,0.0003567734,0.000106679,0.0002778283,0.0001286479,0.001289572,0.0001510653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952582,0.0007629753,0.0001189126,0.001187935,0.0005798065,0.0009074635,0.000009193534,0.0001881497,0.0009874152],"genre_scores_gemma":[0.9960403,0.000008159685,0.001444384,0.0009170634,0.00005918379,0.0003255993,0.000466696,0.00003268441,0.0007059625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001809874,"threshold_uncertainty_score":0.7572295,"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."}}