{"id":"W3167249587","doi":"10.1097/cce.0000000000000443","title":"Hemodynamic Patterns Before Inhospital Cardiac Arrest in Critically Ill Children: An Exploratory Study","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Pulseless electrical activity; Medicine; Blood pressure; Cardiology; Cardiac output; Hemodynamics; Internal medicine; Stroke volume; Anesthesia; Heart rate; Resuscitation; Cardiopulmonary resuscitation","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":[0.0005203722,0.0003155202,0.0003131605,0.00120924,0.000446967,0.0004906405,0.0003482777,0.0003827389,0.0007475416],"category_scores_gemma":[0.002194738,0.0002398844,0.0003730486,0.0007885176,0.0004121389,0.0006964831,0.0006050936,0.0005287792,0.0001805704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002541,"about_ca_system_score_gemma":0.0007107303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003977909,"about_ca_topic_score_gemma":0.005271451,"domain_scores_codex":[0.999499,0.00009625551,0.00006853377,0.0001020949,0.00008939341,0.0001447776],"domain_scores_gemma":[0.9984071,0.0002213242,0.0008313368,0.00007895578,0.0001873009,0.0002740014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003924909,0.00003216688,0.998798,0.000006400488,0.000005458248,0.0001390449,0.0001865358,0.00001620545,0.0001966917,0.000006806576,0.00001948487,0.0005538776],"study_design_scores_gemma":[0.000002413643,0.0002471933,0.9985018,0.000004182418,0.000004557454,0.0003632506,0.0006522732,0.00004877082,0.0001080086,0.000004395364,0.00006014231,0.000003111491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996552,0.00002884561,0.00005306222,0.000006657001,8.428968e-7,0.00001507448,0.0001425002,0.000001445944,0.00009627764],"genre_scores_gemma":[0.9992981,0.00005215357,0.0002024556,0.000011129,0.000004449919,0.00003025068,0.0003627218,0.000001541263,0.00003722981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003977909,"threshold_uncertainty_score":0.007909477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513701607921992,"score_gpt":0.3096097274468279,"score_spread":0.294472711367608,"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."}}