{"id":"W3213309828","doi":"10.1161/circulationaha.121.055524","title":"Persistent Opioid Use After Cardiac Implantable Electronic Device Procedures","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Opioid; Cohort; Medical prescription; Incidence (geometry); Retrospective cohort study; Benzodiazepine; Cohort study; Implantable cardioverter-defibrillator","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":[0.0006967142,0.0001388768,0.0002806379,0.0006664209,0.0004521529,0.0007359395,0.0003631126,0.0003056932,0.001657099],"category_scores_gemma":[0.004314989,0.0001665908,0.0003783141,0.00115427,0.0002468828,0.0004340665,0.0005745123,0.0007316739,0.0001633616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004603151,"about_ca_system_score_gemma":0.000680057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004313502,"about_ca_topic_score_gemma":0.006569974,"domain_scores_codex":[0.9991295,0.0001149287,0.0001719187,0.000134021,0.0002819877,0.0001676917],"domain_scores_gemma":[0.9939091,0.0007634942,0.004407496,0.0002064526,0.0002923931,0.000420989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004773805,0.00002388889,0.9983616,0.00001885362,0.00002225202,0.00008675817,0.00003236399,0.00001721959,0.00004454188,0.00001338791,0.00008632809,0.001245116],"study_design_scores_gemma":[0.000006255024,0.0000808393,0.9988685,0.00003206996,0.0000146027,0.0005039221,0.0001053085,0.00009972673,0.00004520602,0.0000241574,0.0002165331,0.000002976651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997753,0.0006481449,0.00008480351,0.00008850337,0.00001116535,0.00001738547,0.0008007663,0.000003173825,0.0005932002],"genre_scores_gemma":[0.9986061,0.0003937066,0.00008124759,0.00007601066,0.00002409752,0.00001186023,0.0007037873,0.000001455164,0.0001016102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004313502,"threshold_uncertainty_score":0.00857681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339167067723208,"score_gpt":0.2528507736042552,"score_spread":0.2394591029270231,"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."}}