{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002248521,0.0005127459,0.001401815,0.0001285663,0.0002213884,0.0003711592,0.000195637,0.0001499927,0.0001128348],"category_scores_gemma":[0.009150978,0.0004725454,0.0003241343,0.0005614675,0.0001906399,0.0008749,0.0004270471,0.0002522742,0.00006283586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352601,"about_ca_system_score_gemma":0.001081476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004725065,"about_ca_topic_score_gemma":0.00008065804,"domain_scores_codex":[0.9971007,0.0001498606,0.0007502391,0.0009202944,0.0004269344,0.0006519521],"domain_scores_gemma":[0.9912854,0.007365097,0.0002666152,0.000297133,0.0001172981,0.0006684194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101876,0.0001592236,0.988107,0.0003128613,0.0006540689,0.0004339329,0.0002525972,0.00001318609,0.00008444287,0.0002178785,0.002791234,0.005871748],"study_design_scores_gemma":[0.001751084,0.0002228177,0.9912482,0.001707912,0.0007679078,0.0005069726,0.001051516,0.0005407042,0.0003059637,0.0004955902,0.0006832908,0.0007180519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951375,0.0006088106,0.0001225074,0.0003336723,0.001622633,0.001105154,0.0002437663,0.0001517662,0.000674253],"genre_scores_gemma":[0.9979331,0.0001115422,0.001103724,0.0004399026,0.0001041491,0.0001089542,0.0001314489,0.00005171266,0.00001539043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008926126,"threshold_uncertainty_score":0.9997726,"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."}}