{"id":"W3160832456","doi":"10.1097/01.gox.0000721128.52245.6e","title":"Opioid Prescribing and Use Following Common Plastic Surgery Procedures","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Medical prescription; Hydromorphone; Opioid; Narcotic; Breast surgery; Adverse effect; Anesthesia; Emergency medicine; Medical emergency; Breast cancer; Internal medicine; Nursing","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":[0.000296757,0.00008758765,0.0001412052,0.0004352902,0.0003854355,0.0003499713,0.0001693029,0.0001898343,0.001993139],"category_scores_gemma":[0.00218467,0.0000867506,0.0002130579,0.000735833,0.0002876913,0.0001858899,0.000380093,0.0003418711,0.0001838338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793546,"about_ca_system_score_gemma":0.0008255915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037335,"about_ca_topic_score_gemma":0.02900271,"domain_scores_codex":[0.999495,0.00009833461,0.00007802103,0.00004047589,0.0001904665,0.00009761441],"domain_scores_gemma":[0.9969638,0.0006384441,0.001935845,0.00005639472,0.0001368489,0.00026881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009627614,0.000047265,0.9874143,0.0001212938,0.0000169908,0.0004970983,0.0008494736,0.00005474685,0.0007783957,0.00001565164,0.0001467342,0.009961659],"study_design_scores_gemma":[0.000002053717,0.0001330509,0.996999,0.00005036764,0.000007317969,0.001378882,0.0008677074,0.00005165466,0.0001536427,0.00001144157,0.0003405927,0.000004159462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985045,0.0005308595,0.00002740048,0.00008671574,0.000002564839,0.00001188601,0.0001424553,0.000001625512,0.00069197],"genre_scores_gemma":[0.9986576,0.0008140104,0.000122837,0.00006655474,0.000007778156,0.000007755682,0.0001129222,9.364275e-7,0.0002096339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037335,"threshold_uncertainty_score":0.02062595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394631648409568,"score_gpt":0.2798016766671549,"score_spread":0.2403385118261981,"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."}}