{"id":"W4200390939","doi":"10.1016/j.athoracsur.2021.10.042","title":"Opioid Prescription After Coronary Artery Bypass Grafting in the United States: A Call to Action","year":2021,"lang":"en","type":"editorial","venue":"The Annals of Thoracic Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Medicine; Medical prescription; Odds; Bypass grafting; Opioid; Call to action; Cardiology; Intensive care medicine; Anesthesia; Internal medicine; Artery; Pharmacology; Logistic regression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009705612,0.002868892,0.004454751,0.003962044,0.003953353,0.009400006,0.003821598,0.03648574,0.008948686],"category_scores_gemma":[0.03737481,0.001596553,0.004056857,0.002377333,0.003092795,0.005550446,0.002036277,0.033937,0.004419165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005404772,"about_ca_system_score_gemma":0.008995171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006743444,"about_ca_topic_score_gemma":0.01822064,"domain_scores_codex":[0.9921191,0.001794235,0.001412747,0.0006007279,0.003568646,0.0005045069],"domain_scores_gemma":[0.9521158,0.02858902,0.004044828,0.0008106268,0.00916781,0.005271843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000500811,0.00002496686,0.0000979036,0.0003417326,0.00004588132,0.0001507688,0.00002506065,0.00002379534,0.00002556963,0.0001683041,0.9915653,0.007480695],"study_design_scores_gemma":[0.0003488113,0.0001257691,0.00205159,0.004208557,0.0005395467,0.0006707001,0.0003661055,0.0004369203,0.0001425985,0.001703204,0.9893267,0.0000793987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008609157,0.01393642,0.00007739753,0.1374306,0.8466678,0.00001841679,0.00009504065,0.00004674552,0.001641557],"genre_scores_gemma":[0.0006019388,0.009572998,0.0000904846,0.06338105,0.9239978,0.0000204634,0.00003927458,0.00001854301,0.002277508],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03648574,"threshold_uncertainty_score":0.05132884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07709234906838708,"score_gpt":0.3825310604780124,"score_spread":0.3054387114096254,"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."}}