{"id":"W4380836468","doi":"10.1161/circ.146.suppl_1.15797","title":"Abstract 15797: Cardiovascular Outcomes of Bariatric Surgery and Anti-Obesity Medications in Patients With New Onset Heart Failure and Obesity","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":"St. Michael's Hospital","funders":"","keywords":"Medicine; Weight loss; Obesity; Heart failure; Surgery; Atrial fibrillation; Internal medicine; Diabetes mellitus; Endocrinology","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":[0.0008002178,0.0002099554,0.0003846028,0.0008160193,0.0002766109,0.0004705707,0.0003380716,0.0002997261,0.004109213],"category_scores_gemma":[0.001958603,0.00015864,0.0007599266,0.001594771,0.0001743306,0.0003745583,0.0005020773,0.0004936208,0.0004241509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473907,"about_ca_system_score_gemma":0.0006117224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004127248,"about_ca_topic_score_gemma":0.004757294,"domain_scores_codex":[0.9995308,0.00009629641,0.00008051224,0.0001062956,0.0001141503,0.0000718966],"domain_scores_gemma":[0.9984799,0.0002208276,0.0008538975,0.00008748585,0.0001255361,0.0002323672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004039698,0.00004657506,0.9970186,0.00003209313,0.0001294508,0.0000447937,0.00001124696,0.00005206836,0.00009902214,0.00001591663,0.0005888597,0.001557532],"study_design_scores_gemma":[0.00004821522,0.00008596095,0.9991085,0.00001217458,0.0000612211,0.0001203981,0.00002618373,0.0002385494,0.00004164824,0.00002302257,0.0002318302,0.00000226307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907126,0.0004804826,0.0002043465,0.0001379838,0.0000389347,0.00004546023,0.007495919,0.000008886886,0.0008753515],"genre_scores_gemma":[0.9915338,0.0002121905,0.0002489848,0.00006060302,0.00007596627,0.00007467912,0.007350734,0.000003227936,0.0004397666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004127248,"threshold_uncertainty_score":0.01374668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008177592043978959,"score_gpt":0.2072532614211913,"score_spread":0.1990756693772124,"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."}}