{"id":"W4387266336","doi":"10.22533/at.ed.15937723290910","title":"Syncope: a narrative review of the scores and their applicability in the emergency room","year":2023,"lang":"en","type":"review","venue":"International Journal of Health Science","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Syncope (phonology); Medicine; Psychology; Medical emergency; Internal medicine; Literature; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073307,0.0001348258,0.001032153,0.0001682342,0.00007426687,0.00001604872,0.001027965,0.00003143162,0.00001674048],"category_scores_gemma":[0.0006214057,0.0000571052,0.0005563898,0.0008137752,0.0002400968,0.00009047981,0.0001538768,0.0003879333,0.000002215577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009221,"about_ca_system_score_gemma":0.00277176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005606935,"about_ca_topic_score_gemma":0.00002016121,"domain_scores_codex":[0.9973616,0.000214763,0.001266428,0.0001901581,0.0008212142,0.0001458544],"domain_scores_gemma":[0.9980102,0.00012625,0.001139681,0.0003044891,0.0003647904,0.00005462914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005314229,0.00006239732,0.0001686158,0.01829787,0.0001375388,0.000007489239,0.0008965636,0.000001130528,3.896213e-7,0.000122341,0.001419226,0.9788811],"study_design_scores_gemma":[0.0003627161,0.0001309983,0.007518096,0.220991,0.0001591493,0.001484465,0.001222949,0.000009412125,8.200008e-7,0.000601231,0.767394,0.0001250815],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003872233,0.9932263,0.0000192076,0.004740036,0.000681769,0.0007752655,0.00001050904,0.000001983325,0.0001577148],"genre_scores_gemma":[0.001941881,0.9973429,0.00002162136,0.0005476155,0.0001021491,0.00001770016,0.000001439856,0.00000665317,0.00001803062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9787561,"threshold_uncertainty_score":0.4916983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06775310888178074,"score_gpt":0.4351601987423819,"score_spread":0.3674070898606012,"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."}}