{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009590582,0.0001504992,0.0004639668,0.0001894616,0.0001268261,0.000008079141,0.00004559046,0.0000858668,0.0004160116],"category_scores_gemma":[0.00007532349,0.000147391,0.0008101276,0.0004057206,0.00001328975,0.0001665604,0.0000324594,0.0002172493,0.00001404285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652655,"about_ca_system_score_gemma":0.0002031067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004757003,"about_ca_topic_score_gemma":0.000001550726,"domain_scores_codex":[0.9978668,0.0002706762,0.0003027585,0.0003155899,0.00104613,0.0001980076],"domain_scores_gemma":[0.9990767,0.00007655141,0.0001795112,0.0004101954,0.0001591913,0.00009786599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001782756,0.0001342289,0.9858111,0.0001138191,0.002756168,0.00007664107,0.0001355934,0.009651214,0.0005521299,0.000005247441,0.00005319417,0.0005324431],"study_design_scores_gemma":[0.001404025,0.00002321152,0.995436,0.00004028894,0.001911713,0.000009788628,0.00008155405,0.0004301222,0.0001976608,0.00002004389,0.0002863011,0.0001593144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961255,0.001172951,0.001359778,0.00005406656,0.0001656382,0.0006763075,0.00004510894,0.00003978338,0.0003609348],"genre_scores_gemma":[0.9992958,0.00001871092,0.00001614198,0.00004573949,0.0001545429,0.0001317916,0.000228092,0.00002734072,0.00008183862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009624932,"threshold_uncertainty_score":0.6010429,"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."}}