{"id":"W2966459252","doi":"10.1097/ccm.0000000000003898","title":"Ventilation Rates and Pediatric In-Hospital Cardiac Arrest Survival Outcomes*","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Hospital of Pittsburgh; Philips Research Americas; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins Medicine; University of Southern California; Children's Hospital of Michigan; Physicians Committee for Responsible Medicine; National Institute of Child Health and Human Development; St. Jude Medical; ZOLL Medical Corporation; Children's National Hospital; University of Pennsylvania; Wayne State University; Pfizer; Northwestern University; University of Pittsburgh; Children's Hospital Los Angeles; Nationwide Children's Hospital; Children's Hospital of Philadelphia; National Institutes of Health; Ohio State University; Mallinckrodt Pharmaceuticals; American Heart Association; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Defense","keywords":"Medicine; Interquartile range; Cardiopulmonary resuscitation; Ventilation (architecture); Anesthesia; Blood pressure; Intensive care; Mechanical ventilation; Arterial blood; Resuscitation; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000244003,0.0001536782,0.0005100599,0.0001529225,0.00003715514,0.00001151591,0.0000355124,0.0001097021,0.00008409204],"category_scores_gemma":[0.0008512378,0.0001154395,0.00008861579,0.0002436901,0.0001507231,0.00008592368,0.00003254691,0.0002311019,0.00005939426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005990794,"about_ca_system_score_gemma":0.00004941913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004175668,"about_ca_topic_score_gemma":0.00000587978,"domain_scores_codex":[0.9987254,0.00005805972,0.0002746528,0.0002963921,0.0003958204,0.0002497093],"domain_scores_gemma":[0.998951,0.0004448068,0.0000258419,0.000197471,0.0001916956,0.0001891484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007647868,0.0000377398,0.9960797,0.0005158532,0.00001205506,0.00003831368,0.0008531293,8.326249e-7,0.0002290955,0.0009744734,0.0003264428,0.0008558303],"study_design_scores_gemma":[0.001578591,0.0003129099,0.9922016,0.0001172751,0.0001998807,5.276136e-7,0.003802975,0.00002068444,0.00002930314,0.0001134261,0.001491315,0.0001315248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761491,0.002548635,0.00002497957,0.004128886,0.01324893,0.0004301085,0.000007293525,0.00004003839,0.003422054],"genre_scores_gemma":[0.99802,0.0001234734,0.00005333071,0.0001324577,0.001478686,0.00001315549,0.00008873112,0.0000200628,0.00007012657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0218709,"threshold_uncertainty_score":0.4707485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011146891834815,"score_gpt":0.3110875121177992,"score_spread":0.300976043199451,"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."}}