{"id":"W2414587485","doi":"","title":"Application Of The American College Of Emergency Physicians (ACEP) Recommendations And a Risk Stratification Score (OESIL) For Patients With Syncope Admitted From The Emergency Department.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Syncope (phonology); Risk stratification; Retrospective cohort study; Population; Internal medicine; Risk assessment; Medical emergency","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":[0.001832084,0.0003400704,0.0002468617,0.001075888,0.0001843701,0.0004135279,0.0002266013,0.0005036991,0.0006445257],"category_scores_gemma":[0.01041685,0.0001599273,0.0002752741,0.0006004325,0.000140597,0.0003677965,0.0003635883,0.0004642467,0.0001918627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255739,"about_ca_system_score_gemma":0.000534871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740338,"about_ca_topic_score_gemma":0.002242293,"domain_scores_codex":[0.9985612,0.0004669629,0.0002556377,0.0001979602,0.0004116883,0.0001065247],"domain_scores_gemma":[0.9950819,0.00107505,0.002577844,0.0001664771,0.0007654704,0.0003332971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003196882,0.00001567287,0.9976915,0.000009574772,0.00001649794,0.00005872098,0.00001602485,0.00004195743,0.00008387129,0.000004217822,0.00008994456,0.001939986],"study_design_scores_gemma":[0.000007931591,0.0001812377,0.9979476,0.00002195518,0.00002116126,0.0009397509,0.00008354105,0.0005277928,0.0001023042,0.00001505502,0.000148365,0.00000323587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997747,0.0003859463,0.0005057494,0.0001748967,0.00002728052,0.00005056855,0.0002485224,0.000007818542,0.0008522241],"genre_scores_gemma":[0.9986332,0.0001556458,0.000693613,0.00004787615,0.00002869551,0.00001833165,0.0003267794,0.000001554748,0.000094271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001832084,"threshold_uncertainty_score":0.009689093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668180716552433,"score_gpt":0.2226210136505918,"score_spread":0.2059392064850674,"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."}}