{"id":"W4224785202","doi":"10.7326/m21-2313","title":"International Validation of the Canadian Syncope Risk Score","year":2022,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa; Vancouver General Hospital; University of British Columbia","funders":"Universitätsspital Basel; Schweizerische Herzstiftung; Foundation for Cardiovascular Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Roche Diagnostics; Abbott Diagnostics; Singulex","keywords":"Syncope (phonology); Framingham Risk Score; Risk assessment; Heart failure; MEDLINE; Risk stratification","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":[0.01074368,0.0008172243,0.0005469733,0.003256417,0.0008222488,0.000981393,0.001428318,0.0004994708,0.00236206],"category_scores_gemma":[0.02646444,0.0001900902,0.0008297687,0.002043641,0.0005992948,0.0003707107,0.00127386,0.0007370608,0.000535935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003690117,"about_ca_system_score_gemma":0.009911489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2923141,"about_ca_topic_score_gemma":0.2805946,"domain_scores_codex":[0.9932318,0.001257137,0.0005247319,0.0008157005,0.003774724,0.0003960046],"domain_scores_gemma":[0.9798227,0.00212949,0.002117344,0.0006730805,0.01422648,0.001030971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004774928,0.00009560298,0.9388934,0.0002121694,0.0003852896,0.00009389004,0.0002745941,0.001310786,0.0003163789,0.001193644,0.01423357,0.04251326],"study_design_scores_gemma":[0.0001908035,0.0001800966,0.9835926,0.0001754376,0.0001417285,0.0002300992,0.0001115907,0.002971414,0.0002819874,0.0003334283,0.01175572,0.00003505502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8426813,0.00770568,0.01888625,0.003163943,0.0007894909,0.002812898,0.04070675,0.0004734423,0.08278032],"genre_scores_gemma":[0.9668101,0.001285014,0.01086528,0.0004491811,0.0001979715,0.0008190805,0.01730224,0.00004918862,0.002221971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2923141,"threshold_uncertainty_score":0.5812252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165326936998772,"score_gpt":0.295327693391269,"score_spread":0.2636744240212813,"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."}}