{"id":"W4406688705","doi":"10.1016/j.resuscitation.2025.110512","title":"Development of a health equity tool in resuscitation sciences and application to current research in extracorporeal cardiopulmonary resuscitation for cardiac arrest","year":2025,"lang":"en","type":"review","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Bruyère","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Laerdal Foundation for Acute Medicine; American Heart Association","keywords":"Medicine; Cardiopulmonary resuscitation; Extracorporeal cardiopulmonary resuscitation; Extracorporeal; Resuscitation; Clinical death; Intensive care medicine; Internal medicine; Emergency 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":[0.01141029,0.0003497733,0.001305989,0.002271754,0.0001953387,0.0000745775,0.0003618061,0.0002550086,5.313959e-7],"category_scores_gemma":[0.0005716037,0.0003715368,0.0001385209,0.003090168,0.00008675259,0.0002763634,0.0001304581,0.0004325671,0.000004988215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127643,"about_ca_system_score_gemma":0.001432574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005557483,"about_ca_topic_score_gemma":0.0003433646,"domain_scores_codex":[0.9948694,0.0006906422,0.002099913,0.0008502548,0.0008870765,0.0006027052],"domain_scores_gemma":[0.9975569,0.001387037,0.0003630244,0.0003643627,0.0002271466,0.0001015919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001699615,0.00003538479,0.0001065817,0.04910763,0.00002148927,5.887575e-7,0.0006986315,0.0009201042,0.00002475675,0.003256054,0.00009333951,0.9457185],"study_design_scores_gemma":[0.002013305,0.0004722002,0.03008258,0.1665278,0.0003121211,0.000002141506,0.002719001,0.01957479,0.00007435686,0.03329405,0.7417799,0.003147683],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00172438,0.9734636,0.01573863,0.00006494044,0.001088589,0.007353812,0.0001605882,0.000083268,0.0003222011],"genre_scores_gemma":[0.03613111,0.9269985,0.02705079,0.00001190127,0.0002362643,0.007783747,0.001670138,0.0001093139,0.000008204524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9425707,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157099106025697,"score_gpt":0.4413086968155901,"score_spread":0.2842095907898931,"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."}}