{"id":"W4380795246","doi":"10.1161/circ.146.suppl_1.13298","title":"Abstract 13298: Racial and Ethnic Variation in ECMO Use, Failure to Rescue, & Mortality in Pediatric Cardiac ICU Patients: A Multicenter Cohort Study From the Pediatric Cardiac Critical Care Consortium Registry","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pacific islanders; Odds ratio; Ethnic group; Cohort; Confounding; Retrospective cohort study; Logistic regression; Cohort study; Odds; Socioeconomic status; Emergency medicine; Demography; Internal medicine; Population; Environmental health","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":[0.00146216,0.000252844,0.0003257531,0.0009498586,0.0004953168,0.0007274419,0.0006244613,0.000298833,0.001536369],"category_scores_gemma":[0.002596254,0.0002832505,0.0004064841,0.002120818,0.0002280901,0.0006577812,0.0006284757,0.0005754988,0.0002892819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881064,"about_ca_system_score_gemma":0.0007122359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008252348,"about_ca_topic_score_gemma":0.009585986,"domain_scores_codex":[0.9989453,0.0002262442,0.0001367042,0.0002839218,0.0002673496,0.0001404619],"domain_scores_gemma":[0.9977432,0.0002266109,0.001243769,0.0002734013,0.0002208868,0.0002921671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001931369,0.00001102329,0.9993221,0.000002725336,0.00002104931,0.00002818942,0.00003219607,0.0000116762,0.0000430339,0.00001127526,0.0001945263,0.0003030152],"study_design_scores_gemma":[0.000005973875,0.00002472087,0.9993419,0.000005212863,0.00001582197,0.0001577818,0.0001077412,0.0001108576,0.00003675072,0.00001006831,0.0001810185,0.000002294422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960096,0.00008837848,0.0001433298,0.00008609227,0.000007283594,0.00002445763,0.003232335,0.00000722816,0.0004012668],"genre_scores_gemma":[0.9957954,0.0001173034,0.0002800575,0.00006587192,0.00002245,0.00006589932,0.003512078,0.000007729753,0.0001333019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008252348,"threshold_uncertainty_score":0.01640862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474192283992139,"score_gpt":0.2757845077272692,"score_spread":0.2510425848873478,"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."}}