{"id":"W7106026881","doi":"10.36660/abc.20250330i","title":"Reflections on Survival Rates in Patients with Brugada Phenocopy","year":2025,"lang":"","type":"article","venue":"Arquivos Brasileiros de Cardiologia","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Phenocopy; Brugada syndrome; Sudden cardiac death; Interpretation (philosophy)","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":[0.00562686,0.0002160874,0.0006399162,0.001683471,0.0004561104,0.001436889,0.0009191056,0.001745643,0.005450877],"category_scores_gemma":[0.07231837,0.000135359,0.0006975876,0.001731623,0.0007890452,0.002762718,0.000823421,0.003339337,0.001227033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377405,"about_ca_system_score_gemma":0.0004518418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927296,"about_ca_topic_score_gemma":0.001738485,"domain_scores_codex":[0.9963298,0.001253221,0.0007921479,0.0004663193,0.000766962,0.0003916149],"domain_scores_gemma":[0.9356973,0.03501287,0.01287659,0.002422774,0.01160615,0.002384278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001343443,0.00009018087,0.5871496,0.00210144,0.0006472399,0.002921413,0.002513282,0.001487731,0.0006147658,0.007400193,0.2239628,0.169768],"study_design_scores_gemma":[0.00009178351,0.0006700781,0.7116975,0.00646481,0.001138616,0.02777725,0.005241535,0.002339562,0.001545046,0.01876422,0.2238731,0.0003964622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2152041,0.1704551,0.008663323,0.5427215,0.02403613,0.00004965457,0.01282902,0.0003908492,0.02565032],"genre_scores_gemma":[0.8963268,0.03360474,0.001789549,0.02873343,0.03269786,0.00008466566,0.004501363,0.0001938732,0.002067685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00562686,"threshold_uncertainty_score":0.02975804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259821635214471,"score_gpt":0.3483869860149957,"score_spread":0.3224048224935486,"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."}}