{"id":"W4409716518","doi":"10.1016/j.resplu.2025.100963","title":"Advanced airway interventions for paediatric cardiac arrest: updated systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"American Heart Association","keywords":"Meta-analysis; Medicine; Airway; Intensive care medicine; Psychological intervention; Systematic review; MEDLINE; Internal medicine; Anesthesia; Political science; Nursing","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001505013,0.0006129659,0.01101752,0.001406591,0.0001836196,0.00007865608,0.0001709956,0.0003183897,0.00004611562],"category_scores_gemma":[0.002036841,0.0004291071,0.01192435,0.003204888,0.00006158679,0.0001431321,0.00007445134,0.0003074322,0.00003294895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760317,"about_ca_system_score_gemma":0.0004948427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005732883,"about_ca_topic_score_gemma":0.000009744282,"domain_scores_codex":[0.9955804,0.0007861834,0.002056582,0.0007942526,0.0004578526,0.0003246963],"domain_scores_gemma":[0.9956166,0.001444516,0.001251864,0.0008470897,0.0006395209,0.0002004488],"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":[0.00001008188,0.00002432603,3.367876e-7,0.864841,0.1290106,0.000002353509,0.00002546059,0.000007532652,5.207725e-8,0.0001846125,0.003019846,0.002873742],"study_design_scores_gemma":[0.000308566,0.0000284301,0.000003287319,0.109089,0.8512275,9.90264e-7,0.00003565617,0.00001388301,8.628249e-8,0.00002959451,0.03895892,0.0003040899],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.457532e-7,0.9824755,0.002139093,0.0004199199,0.0008978749,0.01260056,0.001041108,0.0001055131,0.0003202337],"genre_scores_gemma":[0.000005598672,0.9833912,0.001018789,0.0001726508,0.0001176512,0.005482501,0.005798829,0.00005283011,0.003960012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.755752,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441780000162159,"score_gpt":0.3850485644828898,"score_spread":0.3306307644812682,"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."}}