{"id":"W1495427827","doi":"10.1161/circulationaha.104.526087","title":"Predictors of Low Cardiac Output Syndrome After Isolated Aortic Valve Surgery","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; St. Michael's Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Odds ratio; Intra-aortic balloon pump; Intensive care unit; Inotrope; Internal medicine; Surgery; Cardiac surgery; Cardiogenic shock; Complication; Intra-Aortic Balloon Pumping; Myocardial infarction","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":[0.0001759072,0.00009194655,0.0002678493,0.0001201223,0.00001947893,0.000005293334,0.00002159498,0.00009934307,0.0000468751],"category_scores_gemma":[0.00003757324,0.00008782776,0.0002060236,0.0001464944,0.00002495645,0.0000746407,0.000005332775,0.00008182992,0.00003655029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009142346,"about_ca_system_score_gemma":0.00005576045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463704,"about_ca_topic_score_gemma":2.619786e-7,"domain_scores_codex":[0.9991831,0.00003466359,0.0002777297,0.0001496384,0.0002075533,0.0001473825],"domain_scores_gemma":[0.9994865,0.00005597461,0.0000755469,0.0002298867,0.00007393648,0.00007817518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004929213,0.00006976807,0.9840382,0.00009264171,0.0001813724,0.000005737475,0.0002751441,0.0002759077,0.002752596,0.000003671343,0.00004770019,0.01220792],"study_design_scores_gemma":[0.0002244293,0.0000229147,0.9923102,0.0001659859,0.00008722925,0.00001607101,0.000008903311,0.006377422,0.0004607302,0.0000138881,0.0002335612,0.00007871445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997879,0.0003347271,0.0007300171,0.00008538218,0.0005542809,0.0001821709,0.000005243732,0.00007313493,0.0001560252],"genre_scores_gemma":[0.9994099,0.0000269977,0.00004764133,0.00002921584,0.0002935874,0.00001397161,0.0000405983,0.00002083874,0.000117321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121292,"threshold_uncertainty_score":0.3581512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082413158733489,"score_gpt":0.2392579491499337,"score_spread":0.2284338175625988,"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."}}