{"id":"W2021692665","doi":"10.1016/j.resuscitation.2012.01.026","title":"Comparison of methods for the determination of cardiopulmonary resuscitation chest compression fraction","year":2012,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cardiopulmonary resuscitation; Resuscitation; Emergency medical services; Demographics; Confidence interval; Emergency department; Emergency medicine; Anesthesia; Advanced cardiac life support; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0238028,0.001973804,0.002819896,0.007169778,0.0009258222,0.002778753,0.003015269,0.002832957,0.001938559],"category_scores_gemma":[0.04982202,0.001405021,0.001488304,0.003038348,0.001544081,0.001775585,0.001345855,0.002592457,0.001305648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129498,"about_ca_system_score_gemma":0.001586207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959574,"about_ca_topic_score_gemma":0.004403941,"domain_scores_codex":[0.9788698,0.007940747,0.00158107,0.002933715,0.008127723,0.0005469311],"domain_scores_gemma":[0.9424033,0.03907902,0.003169853,0.003204708,0.01124312,0.0008999998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06116493,0.001906937,0.2697076,0.006524835,0.004453544,0.000443898,0.004973371,0.004473146,0.0857636,0.005258538,0.006456046,0.5488736],"study_design_scores_gemma":[0.003693457,0.02253893,0.6975739,0.001820742,0.005014833,0.007629036,0.003762231,0.05668987,0.1654097,0.006042643,0.02850487,0.001319829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5644848,0.09294764,0.309592,0.001832979,0.00383609,0.00356068,0.006778321,0.002735771,0.01423166],"genre_scores_gemma":[0.6710164,0.02376718,0.2904255,0.001012038,0.0009155716,0.002729249,0.004175781,0.000854749,0.005103516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0238028,"threshold_uncertainty_score":0.1258827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06434041421738651,"score_gpt":0.430936561861017,"score_spread":0.3665961476436305,"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."}}