{"id":"W1992921387","doi":"10.1016/j.jtcvs.2009.11.022","title":"Predictors of low cardiac output syndrome after isolated mitral valve surgery","year":2010,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Odds ratio; Medicine; Cardiology; Internal medicine; Cardiac surgery; Ejection fraction; Mitral valve; Cardiac output; Intensive care unit; Cardiopulmonary bypass; Surgery; Heart failure; Hemodynamics","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":[0.003484433,0.0002439067,0.001782015,0.0004418257,0.00004617839,0.00002481579,0.00007619409,0.0002652417,0.00002732757],"category_scores_gemma":[0.0002520773,0.0001915015,0.006609545,0.0002617748,0.000138005,0.0001707123,0.00002649774,0.0006659737,0.000003212172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661732,"about_ca_system_score_gemma":0.0002947827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002369162,"about_ca_topic_score_gemma":3.12941e-7,"domain_scores_codex":[0.9975746,0.0002337232,0.0008340447,0.0002229222,0.0008031568,0.0003316048],"domain_scores_gemma":[0.998067,0.000395828,0.0003042748,0.0005148262,0.0003613435,0.000356784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008991041,0.0001744524,0.8764334,0.0006847481,0.01807584,0.001831846,0.0002414202,0.00002020064,0.00104477,9.930135e-7,0.0007066451,0.09988655],"study_design_scores_gemma":[0.0004415472,0.0001781479,0.9767963,0.001376922,0.00386476,0.00705538,0.0001376497,0.00004915207,0.002372794,0.00002973754,0.007287784,0.0004097818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733472,0.02179655,0.0003928846,0.00005910778,0.004197048,0.0001176196,0.00001227031,0.00002266269,0.00005459209],"genre_scores_gemma":[0.9961133,0.002622192,0.0001575894,0.00002596039,0.0009240762,0.000005012537,0.000004877284,0.00004430546,0.0001026647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003629,"threshold_uncertainty_score":0.7809204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008801245727879997,"score_gpt":0.2422537861496818,"score_spread":0.2334525404218019,"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."}}