{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199612,0.0001584405,0.0004607528,0.0001911759,0.0001141161,0.00001924861,0.00007448749,0.0001653476,0.000004747653],"category_scores_gemma":[0.003963592,0.0001445693,0.0001524604,0.001013496,0.0001159433,0.0002591344,0.00005834099,0.000251133,0.00001236241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827014,"about_ca_system_score_gemma":0.0004695936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005239724,"about_ca_topic_score_gemma":0.0001406636,"domain_scores_codex":[0.9976552,0.0004739337,0.0007436094,0.0003346974,0.0005138565,0.0002787658],"domain_scores_gemma":[0.9981672,0.0004333041,0.000257662,0.0003867675,0.0005418691,0.0002132504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008107634,0.0003957876,0.9631111,0.0006719918,0.00004438927,0.000008007485,0.003520965,0.01027841,0.02007682,0.000613545,0.000133741,0.0003344724],"study_design_scores_gemma":[0.003022337,0.00003591751,0.9936562,0.00010431,0.00006432446,3.595718e-7,0.0007383433,0.000797581,0.0009887588,0.0002834683,0.0001592787,0.0001490783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951777,0.0001088574,0.0004182208,0.0003396016,0.001590676,0.000842142,0.00007284407,0.00008196149,0.001367937],"genre_scores_gemma":[0.9986596,0.00002238984,0.0005999947,0.00000878895,0.0003726086,0.0000297189,0.0002515937,0.00001511767,0.00004023821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054513,"threshold_uncertainty_score":0.5895365,"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."}}