{"id":"W4213422390","doi":"10.1007/s12265-021-10195-9","title":"Predictors of Survival and Favorable Neurologic Outcome in Patients Treated with eCPR: a Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Cardiovascular Translational Research","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Extracorporeal cardiopulmonary resuscitation; Meta-analysis; Medicine; Internal medicine; Survival analysis; Cardiology; Cardiopulmonary resuscitation; Emergency 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":[],"consensus_categories":[],"category_scores_codex":[0.00327683,0.002129146,0.01163712,0.002086806,0.0005352298,0.00238479,0.001600518,0.002240268,0.00354669],"category_scores_gemma":[0.009729284,0.001308631,0.0261216,0.003910949,0.0005886155,0.001438255,0.001266354,0.002551259,0.0003385555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011706,"about_ca_system_score_gemma":0.001855418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007147992,"about_ca_topic_score_gemma":0.01983856,"domain_scores_codex":[0.9979272,0.0006971409,0.0006333375,0.0003969796,0.0001950328,0.0001503047],"domain_scores_gemma":[0.995323,0.003182668,0.000892362,0.0001802654,0.000303176,0.0001185626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00528363,0.00009003152,0.01977297,0.1965811,0.7594767,0.0001857568,0.0001299068,0.0005521277,0.000336339,0.0001247505,0.0009913977,0.01647526],"study_design_scores_gemma":[0.0007903011,0.0001934391,0.008909375,0.00750465,0.9812243,0.00007265184,0.00006865364,0.0001697675,0.00006330891,0.0001459179,0.0008263736,0.00003126243],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01707614,0.9813247,0.0004222217,0.0001700813,0.0001739802,0.00009419233,0.0005021758,0.00002301699,0.000213429],"genre_scores_gemma":[0.3568595,0.6380068,0.001813604,0.001093336,0.0003863134,0.000350361,0.0009782914,0.00003078075,0.0004810001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01163712,"threshold_uncertainty_score":0.01732969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593901848269053,"score_gpt":0.3891757326507679,"score_spread":0.2297855478238627,"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."}}