{"id":"W4307822226","doi":"10.1002/emp2.12841","title":"Everyone eventually goes to ground: Distinguishing true syncope from mimics for emergency department studies on syncope in older persons","year":2022,"lang":"en","type":"editorial","venue":"Journal of the American College of Emergency Physicians Open","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syncope (phonology); Emergency department; Medicine; Health care; Emergency medicine; Population; Healthcare Cost and Utilization Project; Retrospective cohort study; Medical emergency; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00350981,0.0003015524,0.0005400512,0.002468486,0.0003790765,0.001129262,0.0006146535,0.000778479,0.0009787313],"category_scores_gemma":[0.01581889,0.0002601502,0.0004702162,0.0008184676,0.0003311684,0.001319924,0.0006689953,0.000637876,0.0002533089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930944,"about_ca_system_score_gemma":0.0004353678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032313,"about_ca_topic_score_gemma":0.004849612,"domain_scores_codex":[0.9988565,0.0004394176,0.0002656539,0.0001134963,0.0002544255,0.0000704325],"domain_scores_gemma":[0.995699,0.00195724,0.0008503439,0.0002357953,0.0009352186,0.0003223825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000501641,0.0000671209,0.9798267,0.0001571708,0.0001015112,0.001391282,0.0002039209,0.00007096164,0.0002240607,0.00009806818,0.001338649,0.0160189],"study_design_scores_gemma":[0.00006893393,0.0003392797,0.9857432,0.0007335928,0.0002494464,0.007679794,0.001062801,0.001347709,0.0002377321,0.0004829133,0.00202626,0.00002846172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.976612,0.01568243,0.0007190685,0.001420747,0.0002251881,0.0002151106,0.0004403805,0.00001422019,0.004670864],"genre_scores_gemma":[0.9937769,0.003180016,0.001187553,0.0007768662,0.0004410242,0.00005802268,0.0004053267,0.000004291848,0.0001698849],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.00350981,"threshold_uncertainty_score":0.01856184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371496253729581,"score_gpt":0.337857856801617,"score_spread":0.3141428942643211,"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."}}