{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004074618,0.000118608,0.0001835266,0.00004629902,0.00005427929,0.00003951858,0.00002089461,0.0000655729,0.0001190296],"category_scores_gemma":[0.00004693788,0.0001147354,0.0001404306,0.0001573862,0.00001033228,0.0001318535,0.00001649764,0.00008632773,0.0001036454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941744,"about_ca_system_score_gemma":0.0004509804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005509222,"about_ca_topic_score_gemma":0.00002958917,"domain_scores_codex":[0.9990989,0.00002802944,0.0001404374,0.0002700018,0.0001931149,0.000269533],"domain_scores_gemma":[0.999463,0.0000206033,0.00003318275,0.0002597639,0.000150176,0.00007331825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009647491,0.0002364833,0.9858587,0.0002835703,0.0002983311,0.00003600946,0.00103617,0.00009274295,0.01019503,0.000196037,0.0006802658,0.0009901881],"study_design_scores_gemma":[0.0006334253,0.00004639298,0.9870772,0.0000807336,0.0004531551,0.0000892349,0.0003508441,0.0002507763,0.002568643,0.00006121757,0.008253098,0.0001352823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993317,0.005121455,0.00004209133,0.000214637,0.0001202518,0.0003612339,0.00001727358,0.00006084523,0.0007452252],"genre_scores_gemma":[0.9981169,0.0002689342,0.0001582196,0.0002983131,0.00008604136,0.00009316804,0.0005704726,0.00002322704,0.0003847619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007626387,"threshold_uncertainty_score":0.4678772,"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."}}