{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005219832,0.0002814319,0.0003711902,0.0008194236,0.0003428627,0.0005433951,0.000336625,0.0004334209,0.00139032],"category_scores_gemma":[0.004173816,0.0001904763,0.0002661004,0.0007263421,0.0004650011,0.0003795767,0.000416216,0.0006859004,0.0001411859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953503,"about_ca_system_score_gemma":0.0005196884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376379,"about_ca_topic_score_gemma":0.00156973,"domain_scores_codex":[0.9996275,0.00008431058,0.00005884267,0.00005812796,0.00009248692,0.00007876947],"domain_scores_gemma":[0.9940808,0.001802257,0.002787112,0.0000881435,0.0003201952,0.0009214497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000188182,0.000005401865,0.9995984,0.000002372367,0.000005862008,0.0001051377,0.000006062629,0.00001478164,0.00003208318,0.000002563597,0.00001558822,0.000192919],"study_design_scores_gemma":[0.000004326808,0.00007145192,0.9973506,0.000008229671,0.00001524567,0.002081721,0.00007606757,0.000267778,0.00005997549,0.00001814911,0.00004346501,0.000002959152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994154,0.0002549554,0.00006473863,0.00004621299,0.000005211834,0.000003369959,0.00007094556,0.0000033126,0.0001357871],"genre_scores_gemma":[0.9997032,0.00007077917,0.00005302961,0.00001459461,0.00001599964,0.00000253775,0.0001221913,8.759997e-7,0.00001679409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139032,"threshold_uncertainty_score":0.00465107,"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."}}