{"id":"W4388609427","doi":"10.1161/circulationaha.123.065561","title":"Bag-Valve-Mask Ventilation and Survival From Out-of-Hospital Cardiac Arrest: A Multicenter Study","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Agencia Estatal de Investigación; National Institutes of Health; University of British Columbia; Ministerio de Ciencia e Innovación; University of Pittsburgh; Ottawa Hospital Research Institute; European Commission; European Regional Development Fund; Eusko Jaurlaritza; University of Washington","keywords":"Medicine; Ventilation (architecture); Multicenter study; Cardiopulmonary resuscitation; Cardiology; Internal medicine; Resuscitation; Anesthesia; Emergency medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002598806,0.00009858168,0.0002332469,0.0001036975,0.00005828495,0.0000187383,0.00002306997,0.0000674687,0.00001238134],"category_scores_gemma":[0.0001113412,0.00009527025,0.0001426436,0.0002030864,0.00003268474,0.0001132664,0.0000272494,0.00007483677,0.00005121436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505098,"about_ca_system_score_gemma":0.00002158555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000627103,"about_ca_topic_score_gemma":0.00001173565,"domain_scores_codex":[0.9990149,0.0000747643,0.0002356249,0.0002391169,0.0003171402,0.0001184642],"domain_scores_gemma":[0.9994589,0.00009947941,0.00009291837,0.0001895896,0.00009776904,0.00006135901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007575708,0.0001063955,0.9846295,0.00003178019,0.0001827914,0.000005029606,0.005837391,0.0001725171,0.005798887,0.00001702216,0.00005463647,0.003088335],"study_design_scores_gemma":[0.001142978,0.00004134175,0.993971,0.00005045034,0.0002574795,1.311084e-8,0.001727226,0.00232392,0.0001227607,0.00008525399,0.0001868584,0.00009074836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900979,0.00007771986,0.0002028944,0.00008733148,0.00853139,0.0007295065,0.00002384256,0.00008231792,0.000167078],"genre_scores_gemma":[0.9989514,0.0000180659,0.0000587313,0.00000547818,0.000612992,0.00001919384,0.0003032174,0.00001856795,0.00001237239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009341514,"threshold_uncertainty_score":0.3885008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898047546250844,"score_gpt":0.2908140464980143,"score_spread":0.2718335710355059,"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."}}