{"id":"W2002170826","doi":"10.1017/s1049023x12001525","title":"Respiratory Protection During Simulated Emergency Pediatric Life Support: A Randomized, Controlled, Crossover Study","year":2012,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Cardiopulmonary resuscitation; Crossover study; Medicine; Respirator; Resuscitation; Emergency medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004984904,0.001551099,0.003580335,0.000617453,0.0007439021,0.001036866,0.001270986,0.001985905,0.005543491],"category_scores_gemma":[0.003945167,0.001012711,0.001424503,0.0007867009,0.001454298,0.001181323,0.0004837186,0.001850678,0.0006549322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000669155,"about_ca_system_score_gemma":0.002187396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007679131,"about_ca_topic_score_gemma":0.001329609,"domain_scores_codex":[0.9970858,0.001679911,0.0002740585,0.0003989099,0.000302964,0.0002583366],"domain_scores_gemma":[0.9969728,0.001064256,0.0007329322,0.000276305,0.0002860912,0.0006676313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9226585,0.06385066,0.001346818,0.001096058,0.0007504197,0.00005063867,0.0001463069,0.0001437686,0.001964785,0.000078483,0.0002714322,0.007642117],"study_design_scores_gemma":[0.7540318,0.2423365,0.002623503,0.00003815187,0.0003053378,0.00001291163,0.00004509645,0.0001170729,0.0001862598,0.00004174891,0.0002507824,0.00001085953],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848584,0.001532309,0.0005918968,0.0001561138,0.0003511173,0.01155679,0.0003942236,0.00004234841,0.0005168439],"genre_scores_gemma":[0.9537466,0.002769608,0.004879788,0.000686243,0.0006984162,0.03502257,0.0005971264,0.00001494258,0.001584697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005543491,"threshold_uncertainty_score":0.02636302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543340355232324,"score_gpt":0.2806460972127516,"score_spread":0.2652126936604283,"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."}}