{"id":"W2810635237","doi":"10.1016/j.resuscitation.2018.06.035","title":"Impact of a CPR feedback device on healthcare provider workload during simulated cardiac arrest","year":2018,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; Stollery Children's Hospital; Alberta Children's Hospital; University of Alberta; Columbia College; McGill University; University of Calgary","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Workload; Medicine; Medical emergency; Emergency medicine; Computer science","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":[0.001558419,0.0004496286,0.0002818991,0.0004072271,0.000599539,0.001072735,0.0005511582,0.0009957398,0.00527736],"category_scores_gemma":[0.03350329,0.0003060916,0.0002848684,0.0001597978,0.0002748896,0.0005659178,0.0007324566,0.0006715664,0.0007159099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005888408,"about_ca_system_score_gemma":0.001341626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849173,"about_ca_topic_score_gemma":0.002052025,"domain_scores_codex":[0.9981282,0.0009053159,0.0001666396,0.0001584074,0.0003872559,0.0002541872],"domain_scores_gemma":[0.9821472,0.01110723,0.001559231,0.0006491069,0.002156933,0.002380291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04136105,0.01799142,0.3989595,0.001646929,0.0005997135,0.002636197,0.01006391,0.02726191,0.09441181,0.001047868,0.01575517,0.3882645],"study_design_scores_gemma":[0.00102965,0.03877109,0.8855563,0.000749776,0.0004876039,0.0008686504,0.008071686,0.04269846,0.01506862,0.0005149121,0.005937105,0.0002460793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971546,0.00004196085,0.0009755274,0.0004146861,0.000125253,0.00007023248,0.0001464678,0.00009890313,0.0009723921],"genre_scores_gemma":[0.9981948,0.00003198019,0.001095973,0.0001172008,0.00004083103,0.00005871235,0.0001123411,0.00001209463,0.000336207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00527736,"threshold_uncertainty_score":0.01765454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034675989697371,"score_gpt":0.3323635855115478,"score_spread":0.3120168256145741,"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."}}