{"id":"W3107791653","doi":"10.1016/j.resuscitation.2020.11.025","title":"Diagnosis of out-of-hospital cardiac arrest by emergency medical dispatch: A diagnostic systematic review","year":2020,"lang":"en","type":"review","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"ZOLL Foundation; Laerdal Foundation for Acute Medicine; American Heart Association","keywords":"Medicine; Emergency department; Emergency medical services; Medical emergency; Emergency medicine; Grading (engineering); Diagnostic accuracy; Resuscitation; Intensive care medicine; Internal medicine","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":[0.003914137,0.001206826,0.006550269,0.005922139,0.0004581827,0.002174102,0.001519036,0.001924013,0.005273959],"category_scores_gemma":[0.03427721,0.001132693,0.007920084,0.006374011,0.0008221411,0.002147796,0.001705422,0.001764706,0.000428869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607332,"about_ca_system_score_gemma":0.007020556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384607,"about_ca_topic_score_gemma":0.04732638,"domain_scores_codex":[0.9957087,0.001032118,0.001926297,0.0005814907,0.0005708151,0.0001804767],"domain_scores_gemma":[0.9759229,0.01864269,0.003827179,0.0002252624,0.00111352,0.0002683825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003058079,0.00002149885,0.003427322,0.9429259,0.02814648,0.0001245131,0.0002220721,0.00009247549,0.0001183792,0.0001730915,0.002354617,0.02208778],"study_design_scores_gemma":[0.0007082522,0.0001847702,0.01411559,0.717913,0.2500257,0.0005927184,0.0005841477,0.0001126484,0.0001168009,0.0003445288,0.01521101,0.00009090254],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001152376,0.9977673,0.00009183388,0.0001444872,0.0001261864,0.0001010631,0.0004614891,0.000005286096,0.0001499617],"genre_scores_gemma":[0.02193356,0.9761687,0.0004744962,0.00073575,0.00009805369,0.0001787572,0.0003106728,0.000005861084,0.00009418083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01384607,"threshold_uncertainty_score":0.02753097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121713732069011,"score_gpt":0.3276595553445474,"score_spread":0.3064424180238573,"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."}}