{"id":"W189607595","doi":"","title":"Is obesity a predictor of mortality, morbidity and readmission after cardiac surgery?","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Mediastinitis; Myocardial infarction; Body mass index; Cardiac surgery; Wound dehiscence; Surgery; Coronary artery disease; Perioperative; Stroke (engine); Heart failure; Dialysis; Cohort; Internal medicine; Cardiology","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":[0.0004539287,0.0001056824,0.0004140214,0.0000821094,0.00002646341,0.000007670611,0.00002153934,0.00009655481,0.00004603009],"category_scores_gemma":[0.0001489766,0.00008107969,0.0003940838,0.0001306132,0.00007200521,0.00005755738,0.00003840684,0.00009908879,0.000003696562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005875232,"about_ca_system_score_gemma":0.00006087262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004990646,"about_ca_topic_score_gemma":0.00001011667,"domain_scores_codex":[0.9990147,0.00004046694,0.0001962844,0.0002158574,0.0003433968,0.0001892409],"domain_scores_gemma":[0.9992536,0.00002741576,0.00004844138,0.0003191908,0.0000668588,0.0002845459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009368909,0.00008533208,0.9915301,0.0001073175,0.0002705969,0.00001907821,0.00009258491,3.389923e-7,0.00003038883,0.000004628444,0.001728746,0.006037247],"study_design_scores_gemma":[0.000422784,0.00001179636,0.9877645,0.0000279669,0.0002995087,0.00001606073,0.00001777544,6.80507e-7,0.004766284,0.00005056389,0.00654427,0.00007775429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974099,0.0007798258,0.00003974582,0.0002974823,0.0004218442,0.0005126621,0.00006149908,0.00004786338,0.0004291136],"genre_scores_gemma":[0.998626,0.0005876119,0.00001894277,0.0001406547,0.0001584434,0.0001431869,0.00001649332,0.00001203922,0.0002966601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005959493,"threshold_uncertainty_score":0.3306334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114993123127107,"score_gpt":0.2452422898461645,"score_spread":0.2140923586148935,"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."}}