{"id":"W4220739049","doi":"10.1136/emermed-2021-212268","title":"Letter to the editor: Multicentre external validation of the Canadian Syncope Risk Score to predict adverse events and comparison with clinical judgement","year":2022,"lang":"en","type":"letter","venue":"Emergency Medicine Journal","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Syncope (phonology); Judgement; Clinical judgement; Adverse effect; Risk assessment; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007814062,0.0005927184,0.001571704,0.000768276,0.00197242,0.002553657,0.00151703,0.02088872,0.002730122],"category_scores_gemma":[0.08029544,0.0006088762,0.0007349909,0.0007982593,0.001395825,0.001349317,0.0006401181,0.01281592,0.002945244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003721945,"about_ca_system_score_gemma":0.005464838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118067,"about_ca_topic_score_gemma":0.0152867,"domain_scores_codex":[0.993435,0.002977981,0.001024907,0.0005884363,0.00154723,0.0004264975],"domain_scores_gemma":[0.9608847,0.0242596,0.001839394,0.0008799381,0.01007544,0.002060937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001878002,0.00004656004,0.003341801,0.00007435713,0.00004111214,0.001702199,0.0001720754,0.00007925419,0.00009187582,0.000470233,0.9869462,0.006846518],"study_design_scores_gemma":[0.001587919,0.0003229988,0.02275562,0.001522067,0.0004004727,0.009659565,0.002054851,0.004656179,0.001233556,0.007316279,0.9481623,0.0003282652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002749299,0.0007313479,0.0001324995,0.9546225,0.03955267,0.00003482849,0.0002192864,0.00003008213,0.001927449],"genre_scores_gemma":[0.02558944,0.0009089236,0.0005605695,0.8979123,0.07059045,0.0001349415,0.0001217366,0.00004506872,0.004136579],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9881933,"threshold_uncertainty_score":0.04132521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704736026999897,"score_gpt":0.3034158756723409,"score_spread":0.2763685154023419,"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."}}