{"id":"W4200070439","doi":"10.1016/j.hrthm.2021.12.011","title":"Atrial myopathy: A primary substrate for atrial fibrillation","year":2021,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Hamilton Health Sciences; University of Toronto; Population Health Research Institute; McMaster University","funders":"Temerty Faculty of Medicine, University of Toronto","keywords":"Medicine; Atrial fibrillation; Myopathy; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001493449,0.0004770535,0.0006315752,0.0001388533,0.0002626047,0.0002505566,0.000167873,0.0004850558,0.0001626906],"category_scores_gemma":[0.001017229,0.0005031456,0.001137022,0.0002623311,0.0001121575,0.0001198745,0.0001089096,0.0006039346,0.0001565146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008800872,"about_ca_system_score_gemma":0.0007267565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006116153,"about_ca_topic_score_gemma":0.000002406155,"domain_scores_codex":[0.9962059,0.0005736617,0.0005484063,0.001319471,0.0006889714,0.0006636465],"domain_scores_gemma":[0.9978077,0.00100024,0.0002498876,0.0006679267,0.0001618605,0.0001123329],"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":[0.0002145363,0.000007114497,0.00004728336,0.0002918885,0.00002338532,0.0005228181,0.00003976517,0.0006526916,0.04160006,0.00004665816,0.9558569,0.0006969071],"study_design_scores_gemma":[0.001130022,0.0001691429,0.0002202424,0.00005190447,0.0001254418,0.0004536617,0.000001931175,0.0001806538,0.09815455,0.0002587419,0.8986967,0.000556965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4504254,0.002678986,0.0005325961,0.5204982,0.01658052,0.005516951,0.002657572,0.0004866103,0.0006231384],"genre_scores_gemma":[0.01921358,0.0003531358,0.00174493,0.810434,0.1576698,0.0001236066,0.002181064,0.0004127843,0.007867116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4312118,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05179339333534565,"score_gpt":0.2828356893666373,"score_spread":0.2310422960312917,"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."}}