{"id":"W3151490690","doi":"10.1161/circulationaha.120.052386","title":"Bariatric Surgery and Cardiovascular Outcomes in Patients With Obesity and Cardiovascular Disease:","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Hamilton Health Sciences; University of Toronto; Population Health Research Institute; McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Disease; Obesity; Diabetes mellitus; Surgery; Internal medicine; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892671,0.0001532592,0.0006711817,0.0001702901,0.0000709661,0.00002661893,0.0000170048,0.0000810866,0.0000182121],"category_scores_gemma":[0.0003359234,0.0001293825,0.0003375628,0.000399245,0.00003251531,0.0001577206,0.00003195172,0.0001059911,0.00000221149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003845198,"about_ca_system_score_gemma":0.0001152795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005683368,"about_ca_topic_score_gemma":0.000002809724,"domain_scores_codex":[0.9985809,0.0001381243,0.0002286419,0.0004143683,0.0004524969,0.0001854171],"domain_scores_gemma":[0.9990247,0.0001788613,0.00003331922,0.000485451,0.0001179437,0.0001596477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004617016,0.00008884003,0.9904187,0.0001234258,0.0008364313,0.0001178707,0.00004000462,0.0002210972,8.878825e-7,0.00003129004,0.00001200866,0.008063244],"study_design_scores_gemma":[0.001472002,0.000005415596,0.9969065,0.000039313,0.0009726838,0.00001345588,0.00002270097,0.00008885575,0.000004544932,0.00004793125,0.0002697136,0.0001569126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886035,0.01049161,0.0002811607,0.00009850768,0.00014344,0.0002855248,0.000004922493,0.00003235841,0.00005897762],"genre_scores_gemma":[0.9994291,0.0002364223,0.00008213091,0.00007676794,0.00005835655,0.00001021863,0.00007416194,0.00001750085,0.00001531383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082563,"threshold_uncertainty_score":0.5276064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222924081921614,"score_gpt":0.2011150887899443,"score_spread":0.1888858479707281,"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."}}