{"id":"W3114376599","doi":"10.1016/j.cjca.2020.12.013","title":"Preventing Sudden Death in Arrhythmogenic Cardiomyopathy: Careful Family and Genetic Evaluation Key to Appropriate Diagnosis and Management","year":2021,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiomyopathy; Desmin; Sudden cardiac death; Sudden death; Cardiology; Population; Internal medicine; Disease; Dilated cardiomyopathy; Heart failure; Immunohistochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002522978,0.0003931695,0.001994016,0.001206179,0.00007392723,0.00007781258,0.0001694512,0.0006469282,0.000004658782],"category_scores_gemma":[0.001783919,0.0004075766,0.0005722289,0.0002887165,0.0000807071,0.00006246009,0.0001044495,0.0008083841,0.000002862441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008977256,"about_ca_system_score_gemma":0.002530922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946345,"about_ca_topic_score_gemma":0.002478233,"domain_scores_codex":[0.9964792,0.0007866673,0.0007406948,0.0006108989,0.0007975146,0.0005850865],"domain_scores_gemma":[0.997135,0.0002732087,0.0002594138,0.0005259874,0.000881894,0.0009244757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003746767,0.00001058594,0.1169876,0.002490304,0.007931851,0.04150318,0.0008993404,0.007149324,0.00009526485,0.000008934683,0.5751874,0.2473615],"study_design_scores_gemma":[0.00417887,0.0004743549,0.2941866,0.002325039,0.006522815,0.002339564,0.0002353755,0.0000261137,0.00001582593,0.00007503953,0.6890688,0.0005516066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.619203,0.1137354,0.0003106586,0.0002447856,0.2625874,0.002453199,0.00008348103,0.000008668673,0.001373465],"genre_scores_gemma":[0.486043,0.01891743,0.001932652,0.00009937149,0.492303,0.0003279378,0.000144348,0.0001462247,0.00008603656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2468099,"threshold_uncertainty_score":0.9998376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407713825492121,"score_gpt":0.2650129905850424,"score_spread":0.2509358523301212,"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."}}