{"id":"W4225151180","doi":"10.1016/j.hrthm.2022.04.022","title":"2022 HRS expert consensus statement on evaluation and management of arrhythmic risk in neuromuscular disorders","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"Biosense Webster; Health Science Center, University of Tennessee; U.S. Food and Drug Administration; Universiteit Leiden; Leids Universitair Medisch Centrum; American Heart Association","keywords":"Medicine; Myotonic dystrophy; Muscular dystrophy; Facioscapulohumeral muscular dystrophy; Physical therapy; Physical medicine and rehabilitation; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006624871,0.000125573,0.0002753845,0.0001168864,0.0001221789,0.00000267776,0.00001790735,0.00002792497,0.0006309355],"category_scores_gemma":[0.00002074318,0.0001262896,0.00008979628,0.0002053648,0.00006517296,0.00001484755,0.00005758142,0.0002698495,0.00001005104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124473,"about_ca_system_score_gemma":0.00004701861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006299278,"about_ca_topic_score_gemma":0.00001077486,"domain_scores_codex":[0.9983609,0.0004010476,0.0002788629,0.0003254992,0.0004105954,0.0002230556],"domain_scores_gemma":[0.999509,0.00006168277,0.00006990647,0.0002839058,0.00002509958,0.0000503733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01634229,0.00276672,0.0102298,0.001310364,0.001882846,0.007345588,0.005509551,0.09746539,0.01276095,0.002675445,0.03533499,0.8063761],"study_design_scores_gemma":[0.0287565,0.00984367,0.6846912,0.0004889192,0.0008158429,0.006359268,0.004675239,0.03225558,0.003360813,0.00348504,0.2239325,0.001335416],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937522,0.002038275,0.00000405934,0.002327357,0.0001670857,0.00109039,0.00001338397,0.00001833231,0.0005888914],"genre_scores_gemma":[0.9961206,0.002546976,0.0001591446,0.0005177988,0.00004508822,0.0003529307,0.00002961478,0.00001757326,0.0002102229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8050407,"threshold_uncertainty_score":0.6908301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133866855348579,"score_gpt":0.2926158152638121,"score_spread":0.2792291297289543,"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."}}