{"id":"W2155444459","doi":"10.1016/j.resuscitation.2015.08.024","title":"Variability in quality of chest compressions provided during simulated cardiac arrest across nine pediatric institutions","year":2015,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Montreal Children's Hospital; University of British Columbia; Stollery Children's Hospital; Alberta Children's Hospital; University of Alberta; McGill University; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiopulmonary resuscitation; Quality (philosophy); Cardiology; Resuscitation; Emergency medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002858535,0.0001415944,0.0002373185,0.0007853815,0.0004369719,0.001015229,0.0005692334,0.0004499779,0.0006510262],"category_scores_gemma":[0.02530278,0.0002340416,0.0002166822,0.0009805023,0.0005530756,0.0006849807,0.001104109,0.0004715237,0.0001273399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844617,"about_ca_system_score_gemma":0.001327633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008647189,"about_ca_topic_score_gemma":0.01166698,"domain_scores_codex":[0.9959473,0.001530418,0.000598961,0.0006807154,0.0008124262,0.0004301562],"domain_scores_gemma":[0.9797341,0.008711799,0.006716761,0.0007543853,0.002924114,0.00115878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002240084,0.00003850767,0.990872,0.00001877612,0.00006604684,0.00009777357,0.002148128,0.0008791456,0.0006502394,0.00005753049,0.0001283637,0.004819478],"study_design_scores_gemma":[0.000003321463,0.000174112,0.9950317,0.00001309234,0.00001314313,0.0001144345,0.002797957,0.001113161,0.0004603729,0.00002357736,0.0002438424,0.00001127576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992873,0.00003616987,0.0002870079,0.00003499254,0.000002987081,0.00001048869,0.0001287702,0.000007198861,0.0002051715],"genre_scores_gemma":[0.9997082,0.00002277893,0.0001274027,0.000009980004,0.000001692818,0.000005341158,0.00009353971,0.000001880119,0.00002924019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008647189,"threshold_uncertainty_score":0.01719373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884292812926817,"score_gpt":0.3723110987603265,"score_spread":0.3134681706310583,"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."}}