{"id":"W2001022014","doi":"10.1097/00000539-200102000-00002","title":"Diastolic Dysfunction is Predictive of Difficult Weaning from Cardiopulmonary Bypass","year":2001,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Cardiology; Inotrope; Internal medicine; Diastole; Ventricle; Myocardial infarction; Coronary artery bypass surgery; Cardiac surgery; Artery; Hemodynamics; Logistic regression; Surgery; Blood pressure","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":[0.0005575402,0.0003403756,0.000328145,0.0005625509,0.0002254434,0.0004183197,0.0002002846,0.0004681612,0.001416416],"category_scores_gemma":[0.004226043,0.0002201582,0.0002543904,0.0003092433,0.0003291492,0.0002680325,0.0003078874,0.000768171,0.0002310187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000999896,"about_ca_system_score_gemma":0.0002057055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000346421,"about_ca_topic_score_gemma":0.0003222807,"domain_scores_codex":[0.9997112,0.00009692822,0.00004865405,0.00004017775,0.00004579888,0.00005726247],"domain_scores_gemma":[0.9958692,0.001515048,0.001402456,0.0001389053,0.0001733429,0.0009010472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315189,0.00003331216,0.9983416,0.000003855434,0.0000116733,0.0001145829,0.00001177627,0.00003780141,0.0002166288,0.000006916215,0.00003705687,0.001053352],"study_design_scores_gemma":[0.000008541439,0.0001881992,0.9980496,0.000006994741,0.00001629791,0.001008324,0.00005117474,0.0005035095,0.00007395443,0.0000300147,0.00006019912,0.000003197412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992595,0.0002800446,0.00009939919,0.0000480768,0.00001188704,0.000002571814,0.00002293239,0.000002879683,0.0002726947],"genre_scores_gemma":[0.9997651,0.00006996511,0.00004483865,0.00001260811,0.00002648749,0.000001718349,0.00004302261,9.272805e-7,0.00003545558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001416416,"threshold_uncertainty_score":0.00473839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084855436969033,"score_gpt":0.2234188091195974,"score_spread":0.212570254749907,"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."}}