{"id":"W4386469394","doi":"10.1016/j.jacep.2023.07.012","title":"Markers of Atrial Myopathy in the General Population","year":2023,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Svenska Läkaresällskapet; Vetenskapsrådet; Hjärt-Lungfonden","keywords":"Medicine; Cardiology; Internal medicine; Atrial fibrillation; Myopathy; Coronary artery disease; Body mass index; Population; Premature atrial contraction; Blood pressure","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":[0.0003141305,0.0002505625,0.00041747,0.0007295228,0.0002341061,0.0006519862,0.0002019626,0.0006188325,0.001308467],"category_scores_gemma":[0.001952815,0.0002043391,0.0003488715,0.0008325669,0.0001870902,0.0003809395,0.0003638094,0.0006686322,0.0001792406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965929,"about_ca_system_score_gemma":0.0001910045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575791,"about_ca_topic_score_gemma":0.003236323,"domain_scores_codex":[0.9997447,0.00006959601,0.00002506142,0.00005645546,0.00005182092,0.00005240013],"domain_scores_gemma":[0.9992353,0.0001440155,0.0003559413,0.0000487879,0.00006038755,0.0001556256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023397,0.00003597777,0.9968547,0.00001222464,0.00007400013,0.0001268503,0.0000291929,0.0000361881,0.000152929,0.00003653048,0.0001991976,0.002339873],"study_design_scores_gemma":[0.000004960573,0.00005216154,0.9992756,0.000007397036,0.00003635238,0.0002670446,0.00007994332,0.00007884568,0.00001574297,0.00006890862,0.0001109031,0.000002101597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942043,0.002418013,0.0001412878,0.0003711976,0.00004023496,0.00000705923,0.0005772912,0.00001059474,0.002230082],"genre_scores_gemma":[0.9989293,0.0005187502,0.00004348805,0.00008123134,0.00004584033,0.000004042809,0.0002097944,0.000001333948,0.0001661086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003575791,"threshold_uncertainty_score":0.00711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09186955360216716,"score_gpt":0.4331353109536206,"score_spread":0.3412657573514534,"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."}}