{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001077215,0.0005901475,0.005892309,0.0002042485,0.00005186276,0.00001073791,0.0003215136,0.0004945155,0.00009286792],"category_scores_gemma":[0.01788674,0.0004442261,0.002161891,0.001010566,0.0001435746,0.0001086234,0.00009642872,0.000497752,0.0001299754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617784,"about_ca_system_score_gemma":0.0006069641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003147312,"about_ca_topic_score_gemma":0.000004872025,"domain_scores_codex":[0.9935206,0.0008245214,0.002911084,0.0006174398,0.001800459,0.0003258746],"domain_scores_gemma":[0.993742,0.002642397,0.002030325,0.0007005828,0.0004604851,0.0004241389],"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":[0.000007789874,0.0001959552,0.0002313422,0.9152569,0.001046183,0.00003329845,0.0002665331,7.708908e-8,4.800619e-7,0.00005148179,0.02591095,0.05699902],"study_design_scores_gemma":[0.0002715858,0.0001805193,0.00006039736,0.8379476,0.01634467,0.000001216496,0.00007531201,0.000004262938,0.000001951893,0.00002019926,0.1446912,0.0004011167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001979975,0.9819146,0.00008920542,0.0005876599,0.01052447,0.006177508,0.0004429634,0.00005562073,0.0001881052],"genre_scores_gemma":[0.000159585,0.995401,0.00006215605,0.00003052752,0.0006696414,0.001707916,0.001838025,0.00009958461,0.00003160497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1187802,"threshold_uncertainty_score":0.999801,"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."}}