{"id":"W4245888315","doi":"10.21037/atm-21-4984","title":"The role of head-up cardiopulmonary resuscitation in sudden cardiac arrest: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Annals of Translational Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Return of spontaneous circulation; Cerebral perfusion pressure; Resuscitation; Meta-analysis; Internal medicine; Cardiology; Sudden cardiac arrest; Cerebral blood flow; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01472889,0.002711075,0.02038157,0.005970004,0.0006935222,0.003624002,0.002565296,0.002977478,0.004592285],"category_scores_gemma":[0.03756648,0.001477015,0.03792917,0.006794921,0.0007293285,0.002168877,0.001538051,0.001994453,0.0003031566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002623232,"about_ca_system_score_gemma":0.004560701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006567733,"about_ca_topic_score_gemma":0.01266663,"domain_scores_codex":[0.9895529,0.00487502,0.00320386,0.001015067,0.0009905871,0.0003625994],"domain_scores_gemma":[0.971611,0.02184405,0.00389598,0.0006108991,0.001730101,0.0003078708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001705821,0.00003390517,0.002983699,0.558842,0.4244621,0.000125363,0.00009174796,0.0003508172,0.0001428359,0.0001258587,0.0005097982,0.01062602],"study_design_scores_gemma":[0.0005403934,0.0002258811,0.003174616,0.04532483,0.9488358,0.00008730836,0.00005538194,0.0001384203,0.00008113894,0.0001524786,0.001361052,0.00002274258],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003421737,0.9951373,0.0003618815,0.0001840386,0.0001154792,0.0002577204,0.0003449212,0.00001594784,0.0001610245],"genre_scores_gemma":[0.1372664,0.8565452,0.002098157,0.001021028,0.0003302894,0.001705918,0.0007068779,0.00002769114,0.0002983783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02038157,"threshold_uncertainty_score":0.07789475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127512093597008,"score_gpt":0.4015610249904547,"score_spread":0.2740489313934466,"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."}}