{"id":"W2463900554","doi":"10.1017/cem.2016.41","title":"LO004: Short-term risk of arrhythmias among syncope patients presenting with atrial fibrillation/flutter to Canadian emergency departments","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Atrial flutter; Atrial fibrillation; Internal medicine; Odds ratio; Incidence (geometry); Cardiology","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":[0.0003650173,0.0004058902,0.0003301301,0.0009686918,0.001442457,0.001272601,0.0009870176,0.0009539738,0.004374411],"category_scores_gemma":[0.003906358,0.0002980641,0.0007308714,0.001534568,0.0003924398,0.0005412509,0.0007764169,0.001374084,0.0003520935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00521293,"about_ca_system_score_gemma":0.007312013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7131521,"about_ca_topic_score_gemma":0.8231973,"domain_scores_codex":[0.9993849,0.0000445599,0.0000519657,0.00008410175,0.0001986475,0.0002359076],"domain_scores_gemma":[0.9973572,0.000250735,0.0007137421,0.00005745085,0.0006305143,0.0009904061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001578932,0.00003675988,0.9972401,0.00001426794,0.0000510302,0.0001482961,0.00008951357,0.00003351046,0.00006263887,0.00002373697,0.0006367306,0.00150556],"study_design_scores_gemma":[0.000009441888,0.00003276927,0.9991449,0.00001423321,0.00002812074,0.00008851374,0.0003414288,0.00008892604,0.00001077249,0.00001329557,0.0002190212,0.00000842896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914552,0.0003949473,0.00006234991,0.0005276159,0.00004309155,0.00003671355,0.003289727,0.00001044354,0.00417977],"genre_scores_gemma":[0.9965766,0.0002153831,0.0001278288,0.0002118513,0.00005339491,0.00001800148,0.001883352,0.000006133195,0.0009075429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7131521,"threshold_uncertainty_score":0.5770745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402488910185585,"score_gpt":0.2727946488558813,"score_spread":0.2487697597540254,"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."}}