{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001150775,0.0003272892,0.00088268,0.001255795,0.00009933543,0.00002809592,0.0003372816,0.0002124697,0.00007468276],"category_scores_gemma":[0.001064077,0.0002645479,0.0002122042,0.004320059,0.0002056599,0.0002235881,0.0001144103,0.0005719187,0.00001378887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196655,"about_ca_system_score_gemma":0.0001336474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114221,"about_ca_topic_score_gemma":0.0001674543,"domain_scores_codex":[0.9966164,0.0002492133,0.00110017,0.0005848763,0.0009392559,0.0005100982],"domain_scores_gemma":[0.9974375,0.001402964,0.0001114587,0.0006425586,0.0001827424,0.0002227628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002449607,0.0000217199,0.990808,0.001803163,0.0001418173,0.0001412398,0.001248714,0.0007654963,0.00004647618,0.0003156401,0.003417136,0.001266073],"study_design_scores_gemma":[0.0005250004,0.00007319236,0.9867916,0.00002165296,0.002543653,0.000002359883,0.001679211,0.007490021,0.000004625582,0.0001914995,0.0003580534,0.0003191402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868264,0.004121306,0.0002032904,0.0003810317,0.002251208,0.0006150212,0.004662227,0.000159196,0.0007803746],"genre_scores_gemma":[0.9945509,0.0003046783,0.00007802949,0.00003883714,0.001135443,0.00006313958,0.003777008,0.00004398175,0.000007929471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007724609,"threshold_uncertainty_score":0.9999807,"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."}}