{"id":"W4407507428","doi":"10.3390/children12020230","title":"Chest Compression Superimposed with Sustained Inflation or 3:1 Compression/Ventilation Ratio During Neonatal Cardiopulmonary Resuscitation in the Delivery Room: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Children","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Cardiopulmonary resuscitation; Meta-analysis; Medicine; Neonatal resuscitation; Compression (physics); Ventilation (architecture); Mechanical ventilation; Anesthesia; Resuscitation; Cardiology; Internal medicine; Materials science; Engineering; Mechanical engineering","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":[0.0009120575,0.0005522272,0.004934753,0.0007878984,0.0002552096,0.0001020622,0.0001969311,0.0002572048,0.00002062121],"category_scores_gemma":[0.000265388,0.0002685582,0.00136456,0.001970578,0.00006300221,0.0002641063,0.00009105106,0.000461625,0.000003312156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756355,"about_ca_system_score_gemma":0.0003050317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005471531,"about_ca_topic_score_gemma":0.00005335434,"domain_scores_codex":[0.9959365,0.001224908,0.001298607,0.000623718,0.0006727286,0.0002436083],"domain_scores_gemma":[0.9976105,0.0005988086,0.0007207078,0.0007591704,0.0002280504,0.00008274553],"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":[0.000243733,0.00007107756,0.000622501,0.9515527,0.04506114,0.00008493192,0.0004940174,0.0001129813,0.000001868871,0.00001571094,0.00009187206,0.001647434],"study_design_scores_gemma":[0.0008505172,0.00005006252,0.0225821,0.1174479,0.8578349,0.0001112492,0.0002188581,0.00007218861,0.000001261441,0.000003853798,0.000416233,0.0004108222],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001007625,0.9896227,0.0001070495,0.0001568968,0.00005332661,0.00885538,0.00009064973,0.000049734,0.00005664599],"genre_scores_gemma":[0.01823094,0.9759136,0.0001229605,0.0001028465,0.00008793009,0.0009335593,0.004332324,0.00004017747,0.0002356601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8341048,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666988631248668,"score_gpt":0.3080160075802911,"score_spread":0.2813461212678044,"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."}}