{"id":"W3207881739","doi":"10.1016/j.cjca.2021.07.060","title":"CARDIOPULMONARY BYPASS RE-INSTITUTION AND INTRAOPERATIVE REVISIONS ARE ASSOCIATED WITH INCREASED PERIOPERATIVE RISK IN CONGENITAL CARDIAC SURGERY","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Perioperative; Surgery; Tetralogy of Fallot; Anesthesia; Retrospective cohort study; Cardiac surgery; Heart disease; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005998682,0.0002759405,0.0003086145,0.000722554,0.0004815909,0.001058028,0.0005299069,0.0009420607,0.00333123],"category_scores_gemma":[0.006757594,0.0002682835,0.0009901003,0.001024427,0.000418143,0.0004933188,0.0005039013,0.001926198,0.0002149111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004407279,"about_ca_system_score_gemma":0.001244768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249356,"about_ca_topic_score_gemma":0.0177706,"domain_scores_codex":[0.9993109,0.0001321684,0.0001222719,0.0001076113,0.0001518809,0.0001752056],"domain_scores_gemma":[0.9935935,0.001407519,0.003194988,0.0003855097,0.0003594809,0.001059026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109178,0.00003195888,0.9975489,0.00002370367,0.00008846376,0.0001916131,0.00008411882,0.00002644347,0.0001088674,0.00005528534,0.0001173649,0.001614108],"study_design_scores_gemma":[0.000003246675,0.00005832342,0.9987279,0.00002539539,0.00007554236,0.0004405433,0.0003009633,0.00008882037,0.00003587217,0.00004416916,0.000192615,0.000006666918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969112,0.001635598,0.00007649321,0.0002314457,0.00004046407,0.000003907947,0.0001403112,0.000002766312,0.0009578098],"genre_scores_gemma":[0.9984587,0.0008944263,0.0001082419,0.00006470807,0.00007621792,0.000003511867,0.0001829929,0.000004279082,0.0002069099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249356,"threshold_uncertainty_score":0.02484167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554242260618714,"score_gpt":0.2421517098125267,"score_spread":0.2266092872063396,"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."}}