{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001703665,0.0002633393,0.0004730591,0.0001766258,0.0002229121,0.0001278783,0.00009790519,0.0001593964,0.00006829844],"category_scores_gemma":[0.001564799,0.0002680961,0.0002211056,0.000477329,0.0001762143,0.0006528851,0.00009521674,0.0004847609,0.00007008687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988315,"about_ca_system_score_gemma":0.0003869906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002535491,"about_ca_topic_score_gemma":0.001303287,"domain_scores_codex":[0.9975993,0.0003140746,0.0004747103,0.0006426609,0.0005261547,0.000443084],"domain_scores_gemma":[0.996911,0.000128992,0.00002155432,0.0006360195,0.001889274,0.0004131146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005794969,0.002211167,0.9571167,0.0002039869,0.00008874574,0.0009566189,0.02994808,0.00003090309,0.0008039355,0.005268184,0.0001335039,0.003180233],"study_design_scores_gemma":[0.001208566,0.0005764354,0.8102216,0.000140218,0.0002626403,0.000007575813,0.1862666,0.000123851,0.0002108569,0.0005421267,0.0000834486,0.0003560917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917328,0.0004027773,0.001301654,0.002438608,0.002430364,0.0007784562,0.0001955493,0.0001464153,0.0005733478],"genre_scores_gemma":[0.9959572,0.00001353961,0.0004848811,0.0006543759,0.0009616125,0.0003295373,0.00152757,0.0000577191,0.00001358801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563185,"threshold_uncertainty_score":0.9999771,"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."}}