{"id":"W4408244952","doi":"10.1161/jaha.124.036108","title":"International Consensus on Evidence Gaps and Research Opportunities in Extracorporeal Cardiopulmonary Resuscitation for Refractory Out‐of‐Hospital Cardiac Arrest: A Report From the National Heart, Lung, and Blood Institute Workshop","year":2025,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Extracorporeal membrane oxygenation; Observational study; Cardiopulmonary resuscitation; Intensive care medicine; Population; Extracorporeal; Randomized controlled trial; Emergency medicine; Internal medicine; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2591802,0.002141473,0.006011295,0.0100005,0.003312675,0.01579826,0.01043066,0.02272344,0.006043771],"category_scores_gemma":[0.2783724,0.002384942,0.009281723,0.01056856,0.005883341,0.01623686,0.02065027,0.02981486,0.001816111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0158592,"about_ca_system_score_gemma":0.08651224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00891266,"about_ca_topic_score_gemma":0.007689529,"domain_scores_codex":[0.8555371,0.05215193,0.05153141,0.008092464,0.02705051,0.005636642],"domain_scores_gemma":[0.5865737,0.2512335,0.02406587,0.008237069,0.1071398,0.02275018],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004788831,0.000216357,0.003788908,0.05533727,0.001207069,0.0004743686,0.005529999,0.001121989,0.0007193358,0.02574142,0.507792,0.3975925],"study_design_scores_gemma":[0.0003143599,0.0001822777,0.004164523,0.1953277,0.00144985,0.0005174397,0.004648456,0.000600461,0.0006393325,0.02705543,0.7648588,0.0002412513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001074492,0.2085812,0.00265808,0.7593372,0.02355612,0.0004089104,0.0008243588,0.0000830459,0.003476653],"genre_scores_gemma":[0.03632981,0.4141248,0.05191929,0.4662711,0.01899129,0.003597944,0.004245663,0.0004194494,0.004100677],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7408198,"threshold_uncertainty_score":0.9135627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143045827639058,"score_gpt":0.4189150085602796,"score_spread":0.3046104257963738,"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."}}