{"id":"W4389078684","doi":"10.1097/mej.0000000000001101","title":"Management of syncope in the Emergency Department: a European prospective cohort study (SEED)","year":2023,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Syncope (phonology); Prospective cohort study; Observational study; Emergency medicine; Cohort; Pediatrics; Cohort study; 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":[0.001516861,0.000362687,0.0004546623,0.0005992842,0.000425005,0.000754753,0.0004580456,0.0007597115,0.001799923],"category_scores_gemma":[0.001940332,0.0004634806,0.0006753229,0.001341598,0.0002575947,0.0008842836,0.0007654108,0.0006385475,0.0003157164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959438,"about_ca_system_score_gemma":0.0003194599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504243,"about_ca_topic_score_gemma":0.006318387,"domain_scores_codex":[0.9993279,0.0001732162,0.0001072128,0.0002104359,0.00008325992,0.00009796719],"domain_scores_gemma":[0.998588,0.0001872256,0.0006783296,0.0001750295,0.0001162084,0.0002551711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259809,0.00005474916,0.998471,0.00001989598,0.0001014947,0.000168276,0.00008838337,0.00001703724,0.000132446,0.00001909528,0.0001842755,0.0005173471],"study_design_scores_gemma":[0.00003843102,0.0001423664,0.9989998,0.00002014105,0.00004043027,0.0003374716,0.0001854896,0.00005710201,0.00001361049,0.00001305787,0.0001485334,0.000003680756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987599,0.0002390169,0.00007337416,0.00004742812,0.000008171685,0.00002340121,0.0006523656,0.000001823753,0.0001943765],"genre_scores_gemma":[0.9984006,0.0002344735,0.0001240701,0.0001032732,0.0000150853,0.00003168318,0.0009703245,0.000002118053,0.0001183093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003504243,"threshold_uncertainty_score":0.00802201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706596214865327,"score_gpt":0.2999389159219717,"score_spread":0.2728729537733184,"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."}}