{"id":"W2102668864","doi":"10.1177/1089253210376673","title":"Intraoperative Hemodynamic Instability During and After Separation From Cardiopulmonary Bypass","year":2010,"lang":"en","type":"review","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Cardiac surgery; Population; Intensive care medicine; Heart failure; Cardiology; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009892531,0.000841187,0.005046608,0.0003063847,0.00012507,0.0000967167,0.000122777,0.001149437,0.00002233319],"category_scores_gemma":[0.00009597446,0.0006757511,0.001689814,0.0003514025,0.0002913072,0.0001834667,0.00008935645,0.001250355,0.0000148034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248249,"about_ca_system_score_gemma":0.0002096101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008732137,"about_ca_topic_score_gemma":0.00001814435,"domain_scores_codex":[0.9962094,0.0007891135,0.0008257268,0.001181207,0.0005164784,0.0004780543],"domain_scores_gemma":[0.9981148,0.0004440435,0.0001533375,0.0008875588,0.00007064147,0.000329678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002897167,0.0001119575,0.03935719,0.01029677,0.001037501,0.006664355,0.0007938118,0.000002218106,0.00001160695,0.00004298944,0.000006435303,0.9413854],"study_design_scores_gemma":[0.0008405097,0.0000941789,0.07897056,0.009565305,0.004277247,0.007172849,0.0001881533,0.00004365388,0.000006078446,0.00001575563,0.8977489,0.001076806],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1968198,0.801276,0.00001588295,0.00004925027,0.00007073802,0.001260831,0.00002046898,0.00005454128,0.0004324392],"genre_scores_gemma":[0.01878637,0.9794833,0.0005387616,0.00006288339,0.000299896,0.0003100136,0.0002075192,0.0001084076,0.000202859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9403086,"threshold_uncertainty_score":0.9995694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027195577181208,"score_gpt":0.3076293898694155,"score_spread":0.2973574340976035,"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."}}