{"id":"W4380768936","doi":"10.1161/circ.146.suppl_1.9711","title":"Abstract 9711: Association of Preoperative Body Mass Index With 30-Day Major Adverse Cardiovascular Events After Bariatric Surgery","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mace; Body mass index; Surgery; Obesity; Adverse effect; Internal medicine; Myocardial infarction","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":[0.002109135,0.0002552572,0.0003437885,0.0009085746,0.0002500084,0.0004946313,0.0005163946,0.0002225778,0.001851771],"category_scores_gemma":[0.00672397,0.0001725011,0.0006339457,0.001811357,0.0002246681,0.0003285153,0.000434709,0.0005261319,0.0002040266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877013,"about_ca_system_score_gemma":0.0008008071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006738352,"about_ca_topic_score_gemma":0.007329111,"domain_scores_codex":[0.9986583,0.0002955976,0.0003715929,0.0002259642,0.0003520049,0.00009653938],"domain_scores_gemma":[0.9916468,0.001799714,0.005115164,0.0004533608,0.000614845,0.0003701246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044971,0.000008018057,0.998458,0.00005434208,0.0001223251,0.00001186396,0.00001624858,0.00003112264,0.0000529921,0.00001130046,0.0002350032,0.0008942594],"study_design_scores_gemma":[0.000006390246,0.00002057353,0.9994942,0.00001943242,0.00004945802,0.00004630638,0.0000192993,0.0001030717,0.0000357328,0.00001378772,0.0001897638,0.000001883025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98577,0.001319611,0.0004423179,0.0002460884,0.00003668317,0.00005656623,0.01117504,0.00001639036,0.0009374396],"genre_scores_gemma":[0.9951547,0.0002939538,0.0003748539,0.00008833615,0.00004038866,0.00006302188,0.003784069,0.000004354144,0.0001964827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006738352,"threshold_uncertainty_score":0.01339829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006584786026685234,"score_gpt":0.2043565683586364,"score_spread":0.1977717823319512,"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."}}