{"id":"W2178774126","doi":"10.1093/europace/euv278","title":"Expert cardiologists cannot distinguish between Brugada phenocopy and Brugada syndrome electrocardiogram patterns","year":2015,"lang":"en","type":"article","venue":"EP Europace","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Brugada syndrome; Phenocopy; Internal medicine; Cardiology; Electrocardiography","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":[0.01666472,0.0006463132,0.0007843247,0.001749231,0.0005539992,0.001772814,0.001094057,0.00216855,0.002741751],"category_scores_gemma":[0.07287879,0.0005261911,0.0005160213,0.0005413505,0.000994207,0.001857162,0.001430287,0.0008120118,0.002009147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280425,"about_ca_system_score_gemma":0.0004279267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009307212,"about_ca_topic_score_gemma":0.00161738,"domain_scores_codex":[0.9842407,0.005578751,0.002573836,0.002502067,0.004228382,0.0008761638],"domain_scores_gemma":[0.934364,0.03880977,0.01174569,0.004404313,0.008712079,0.001964131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001761051,0.0002457632,0.8867149,0.0006803643,0.0002921131,0.003666047,0.002359468,0.0006510788,0.01668457,0.000394705,0.004039588,0.08251031],"study_design_scores_gemma":[0.0002271844,0.001488558,0.9384612,0.0008420798,0.0003486586,0.02565023,0.003270923,0.008209829,0.01045952,0.002815221,0.008110252,0.0001162361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725719,0.00322786,0.01223901,0.001354844,0.000323033,0.0002079534,0.0003032245,0.0002540389,0.009518187],"genre_scores_gemma":[0.9907514,0.000414832,0.006524348,0.0009970522,0.000216077,0.00004918645,0.0002189855,0.0000350367,0.0007931333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01666472,"threshold_uncertainty_score":0.0881325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167768798644946,"score_gpt":0.3027726092402142,"score_spread":0.2610949212537647,"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."}}