{"id":"W2884056107","doi":"10.1016/j.resuscitation.2018.07.029","title":"Extracorporeal cardiopulmonary resuscitation for cardiac arrest: A systematic review","year":2018,"lang":"en","type":"review","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":259,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiopulmonary resuscitation; Extracorporeal cardiopulmonary resuscitation; Resuscitation; Extracorporeal; Intensive care medicine; Clinical death; Cardiology; Anesthesia; Internal medicine","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":[0.002119349,0.0007104673,0.00362634,0.0003142524,0.0001231102,0.00009143391,0.0004779957,0.0005091194,0.00001320086],"category_scores_gemma":[0.0008874118,0.0006293264,0.001414193,0.0006865524,0.00004493373,0.0002889701,0.00003198599,0.0003165713,0.0003370704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038286,"about_ca_system_score_gemma":0.0001583958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002758627,"about_ca_topic_score_gemma":0.000003210755,"domain_scores_codex":[0.9955933,0.0005034056,0.002084788,0.000688702,0.0006325938,0.0004972101],"domain_scores_gemma":[0.996814,0.0009373529,0.0007156235,0.001023534,0.0003004565,0.000209064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002112251,0.000007074924,2.207076e-7,0.9761131,0.0004906809,0.000007016698,0.00002475041,0.000008131771,6.666941e-7,0.0003349827,0.007483321,0.01552789],"study_design_scores_gemma":[0.00008083068,0.00003888701,0.000001500851,0.6345906,0.006361883,0.000007504493,0.00001427443,0.0004852842,6.840298e-7,0.0004360644,0.3573051,0.0006774121],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.716606e-7,0.9844016,0.002102608,0.000008356898,0.003479518,0.008280651,0.0003827087,0.0004858907,0.0008580306],"genre_scores_gemma":[0.00001398659,0.9912211,0.0009386834,0.00003154224,0.0008822451,0.004398807,0.002201585,0.0002281829,0.0000838179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3498218,"threshold_uncertainty_score":0.9996158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354109302191798,"score_gpt":0.3042862368900286,"score_spread":0.2607451438681106,"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."}}