{"id":"W4389712066","doi":"10.1097/pcc.0000000000003423","title":"Early Cardiac Arrest Hemodynamics, End-Tidal Co 2, and Outcome in Pediatric Extracorporeal Cardiopulmonary Resuscitation: Secondary Analysis of the ICU-RESUScitation Project Dataset (2016–2021)*","year":2023,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; U.S. Department of Health and Human Services; Neurocritical Care Society; National Institutes of Health; National Heart, Lung, and Blood Institute; Mallinckrodt Pharmaceuticals","keywords":"Medicine; Extracorporeal membrane oxygenation; Resuscitation; Cardiopulmonary resuscitation; Extracorporeal cardiopulmonary resuscitation; Hemodynamics; Anesthesia; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900995,0.0006753699,0.0009792196,0.001447261,0.0002905614,0.0007229346,0.0008423132,0.0005615304,0.002392521],"category_scores_gemma":[0.00434491,0.000301334,0.001461854,0.002482327,0.0002398071,0.0005493611,0.001231602,0.0009180606,0.0005593121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169999,"about_ca_system_score_gemma":0.001055183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00762389,"about_ca_topic_score_gemma":0.008787831,"domain_scores_codex":[0.9984125,0.0003718,0.0002802208,0.0004623538,0.0002473782,0.0002258763],"domain_scores_gemma":[0.9960805,0.000634716,0.001875142,0.0005055055,0.0005492147,0.0003550034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00204128,0.0001029142,0.9801137,0.0003373855,0.001219227,0.00009266218,0.00005934368,0.0004911607,0.0002582521,0.00008518672,0.01285655,0.002342372],"study_design_scores_gemma":[0.0002572463,0.0002382752,0.9949314,0.00008662466,0.0003815596,0.0002784824,0.0001402543,0.000841013,0.0001510451,0.00006348405,0.002615187,0.00001524653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7601121,0.0007920582,0.0003850734,0.0002057101,0.00004546213,0.0001329397,0.2373976,0.00003616319,0.0008928349],"genre_scores_gemma":[0.6922522,0.0003643713,0.0005768099,0.0001449756,0.00006134294,0.0005863945,0.3055503,0.00003551981,0.0004281372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00762389,"threshold_uncertainty_score":0.01515901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228013708827771,"score_gpt":0.2995197788988456,"score_spread":0.2772396418105679,"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."}}