{"id":"W2966759270","doi":"10.1097/prs.0000000000005780","title":"Differences in Opioid Prescribing Practices among Plastic Surgery Trainees in the United States and Canada","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Medical prescription; Opioid; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005582742,0.0001644902,0.0001843596,0.001029018,0.001598372,0.0006570407,0.0004426792,0.0003311182,0.001959988],"category_scores_gemma":[0.002659522,0.0001767928,0.0003144727,0.002136748,0.0006825314,0.0002052062,0.000656102,0.0003528997,0.0001441621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048617,"about_ca_system_score_gemma":0.02059054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705391,"about_ca_topic_score_gemma":0.9831276,"domain_scores_codex":[0.9989817,0.00007521531,0.00006270316,0.00009062771,0.0003917924,0.0003979288],"domain_scores_gemma":[0.9977067,0.0002328683,0.0004380725,0.00002852763,0.0006710909,0.0009228592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005183733,0.00003853307,0.9898081,0.00004262376,0.00002256105,0.00009972382,0.001722788,0.0001092498,0.0002379808,0.00008588708,0.0008338696,0.006946839],"study_design_scores_gemma":[0.00000515027,0.00002813533,0.9954165,0.00004728175,0.00001024294,0.00008654779,0.003430021,0.0001812863,0.0000703051,0.00001546332,0.000700211,0.000008825087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970319,0.0002900563,0.0000428504,0.000394207,0.000007661713,0.00001787992,0.0005251196,0.000003995672,0.001686362],"genre_scores_gemma":[0.9985885,0.0005013932,0.0000924085,0.0001641365,0.000003901604,0.000008483282,0.0002348114,0.000001915923,0.0004043849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946091,"threshold_uncertainty_score":0.07608283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312331177174819,"score_gpt":0.2328933793683617,"score_spread":0.2097700675966135,"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."}}