{"id":"W4415996483","doi":"10.1111/acem.70175","title":"Cardiac Biomarkers, Echocardiography, and Outpatient Cardiac Monitoring for Evaluation of Emergency Department Patients With Syncope: A Systematic Review and Analysis of Direct Evidence for <scp>SAEM GRACE</scp>","year":2025,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Emergency department; Cardiac monitoring; Outpatient clinic; Modalities; Isolation (microbiology); Yield (engineering)","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":[0.008398356,0.001436269,0.01128694,0.00536193,0.0004692888,0.002202591,0.001699507,0.001540649,0.003348905],"category_scores_gemma":[0.03276022,0.0009908287,0.01445398,0.005033466,0.0007511199,0.001340707,0.00124278,0.001112321,0.0002764479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021924,"about_ca_system_score_gemma":0.005131793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007471251,"about_ca_topic_score_gemma":0.02134227,"domain_scores_codex":[0.9936042,0.00225135,0.002357405,0.0006759868,0.0009297749,0.0001812227],"domain_scores_gemma":[0.9690827,0.02323077,0.005258645,0.0004357739,0.001712406,0.000279816],"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":[0.0008637784,0.00002033474,0.002999643,0.896763,0.07678737,0.00008663833,0.0001077212,0.0001341476,0.0001711476,0.0001254033,0.0008737324,0.02106704],"study_design_scores_gemma":[0.0009515933,0.0003880736,0.01191613,0.3941754,0.5841498,0.0003340964,0.0001396658,0.0001901866,0.0001781061,0.0003622092,0.007164135,0.00005063983],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002335705,0.9964762,0.0001303673,0.000179901,0.00006009018,0.0001523092,0.0004930922,0.000008129739,0.0001642259],"genre_scores_gemma":[0.0653095,0.9312332,0.0009653328,0.00103513,0.0001481054,0.0005389332,0.0006143154,0.00001447667,0.0001410122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01128694,"threshold_uncertainty_score":0.0444153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632892186581054,"score_gpt":0.3895415606522159,"score_spread":0.3262523419941105,"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."}}