{"id":"W4391606518","doi":"10.1002/wjs.12079","title":"Opioid prescribing practices in breast oncologic surgery—A retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Interquartile range; Retrospective cohort study; Opioid; Breast cancer; Abdominal surgery; Mastectomy; Cardiothoracic surgery; Medical prescription; Breast surgery; Referral; Surgery; Emergency medicine; Internal medicine; Cancer; Family 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":[0.001005823,0.0002244187,0.0003918776,0.0008944277,0.0005732439,0.0008039783,0.0004456936,0.0004205848,0.001254667],"category_scores_gemma":[0.002197175,0.0005314078,0.0005285298,0.001608532,0.0003477532,0.0007587019,0.0006273907,0.0006215335,0.0003088953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005467492,"about_ca_system_score_gemma":0.0006272894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00895545,"about_ca_topic_score_gemma":0.01211537,"domain_scores_codex":[0.9989831,0.0001826129,0.0001778449,0.000277914,0.0002274539,0.000151126],"domain_scores_gemma":[0.9976472,0.0002948017,0.001347256,0.0001992082,0.0002333103,0.0002782462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003090305,0.00002314463,0.9994196,0.000006349422,0.00002514104,0.00004115091,0.00006496676,0.00000984187,0.00005085992,0.000004664211,0.00003991416,0.0002835967],"study_design_scores_gemma":[0.000006008412,0.0001019472,0.9989052,0.00001071417,0.00002298832,0.0003337577,0.000358765,0.0001067291,0.00002637275,0.000008098345,0.000114966,0.000004490995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992994,0.0001488652,0.00005200245,0.00002109586,0.000003060364,0.00001461807,0.000321785,0.00000180874,0.0001372218],"genre_scores_gemma":[0.9993481,0.0001452939,0.00006032506,0.00003094277,0.000006471653,0.0000165529,0.0003289535,0.000001901672,0.00006152478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00895545,"threshold_uncertainty_score":0.01780665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014140661631827,"score_gpt":0.3294022657870048,"score_spread":0.2792608591706865,"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."}}