{"id":"W2155911012","doi":"10.1016/j.ejcts.2004.04.010","title":"Predictors of mortality and neurological morbidity in children undergoing extracorporeal life support for cardiac disease","year":2004,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pediatrics; Life support; Extracorporeal; Cohort; Retrospective cohort study; Incidence (geometry); Cohort study; Extracorporeal membrane oxygenation; Surgery; Intensive care medicine; Internal medicine","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":[0.0005171445,0.0003051828,0.0002692547,0.0007030948,0.0002984543,0.0005001811,0.0002924022,0.000420869,0.001105672],"category_scores_gemma":[0.003817873,0.0002371324,0.0003622855,0.0005518377,0.0003606717,0.0005113118,0.0004362134,0.0007810559,0.0001483689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548829,"about_ca_system_score_gemma":0.0004443058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373872,"about_ca_topic_score_gemma":0.003227296,"domain_scores_codex":[0.9996347,0.00007167439,0.0000412282,0.00005748318,0.00008342825,0.0001114267],"domain_scores_gemma":[0.9976071,0.0004908085,0.0011798,0.00006421433,0.0002058644,0.0004521398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000178007,0.000003912897,0.9996992,0.0000016647,0.000003851054,0.000050173,0.00001247049,0.000008424393,0.00002069396,0.000001894315,0.00001331287,0.0001665797],"study_design_scores_gemma":[0.000003401472,0.00008084514,0.9989987,0.000005360914,0.000008835351,0.0006217175,0.0001200406,0.00008275452,0.00003239511,0.000005050166,0.00003915643,0.000001651438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995934,0.0001847307,0.00003280328,0.00002666788,0.000003282548,0.000002620067,0.0000775486,0.000001493161,0.00007727854],"genre_scores_gemma":[0.9995931,0.0001114625,0.0000549477,0.000005639597,0.000008672459,0.000004457945,0.0001840366,0.000001016666,0.00003662297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00373872,"threshold_uncertainty_score":0.007433951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370448669844183,"score_gpt":0.2580211030745483,"score_spread":0.22097623609013,"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."}}