{"id":"W4392091242","doi":"10.1186/s13054-024-04830-5","title":"Extracorporeal cardiopulmonary resuscitation versus conventional CPR in cardiac arrest: an updated meta-analysis and trial sequential analysis","year":2024,"lang":"en","type":"review","venue":"Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Japan Society for the Promotion of Science; ZOLL Foundation; ZOLL Medical Corporation","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Cardiopulmonary resuscitation; Meta-analysis; Emergency medicine; Randomized controlled trial; Internal medicine; Intensive care 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":[0.04101484,0.003361583,0.0148765,0.0052897,0.0004841335,0.002700967,0.002229338,0.00218966,0.003481533],"category_scores_gemma":[0.08321892,0.001894718,0.05235798,0.00501566,0.000605149,0.002315227,0.001602058,0.002574522,0.0003051673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044545,"about_ca_system_score_gemma":0.002754602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005889419,"about_ca_topic_score_gemma":0.009504675,"domain_scores_codex":[0.9632589,0.02551926,0.005991657,0.002345635,0.002286449,0.0005981075],"domain_scores_gemma":[0.9590288,0.03110678,0.004984037,0.002388981,0.002057349,0.0004340255],"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":[0.007657601,0.00003159578,0.004506091,0.0406995,0.9363515,0.0001047604,0.00005199883,0.001824817,0.0001822997,0.0001765572,0.000598606,0.007814709],"study_design_scores_gemma":[0.002803336,0.0002253643,0.001939959,0.001554579,0.9915572,0.00004836437,0.00001015495,0.0007981693,0.00007963859,0.0003388366,0.0006259278,0.00001849568],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06495272,0.9053964,0.01794152,0.001662357,0.001840244,0.002660575,0.003631144,0.0004192807,0.001495664],"genre_scores_gemma":[0.8154413,0.1467024,0.02619891,0.002359757,0.0007543343,0.004287057,0.002975461,0.0001878566,0.001092787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04101484,"threshold_uncertainty_score":0.2169098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419949205841802,"score_gpt":0.3875052363428114,"score_spread":0.2455103157586312,"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."}}