{"id":"W4388156290","doi":"10.1101/2023.11.01.23297912","title":"Atrial Fibrillation in Middle-Aged Athletes: Impact on Left Atrial, Ventricular and Exercise Performance","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Cardiology; Medicine; Internal medicine; Atrial fibrillation; Sinus rhythm; Athletes; Stroke volume; Endurance training; Physical therapy; Ejection fraction; Heart failure","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":[0.002079006,0.000619204,0.001643155,0.0008233547,0.00008274639,0.00008857658,0.0002027624,0.000627899,0.00004682883],"category_scores_gemma":[0.001000971,0.0005280548,0.001998107,0.0003917657,0.00008375854,0.00009649561,0.0004379358,0.001032803,0.0001889713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976558,"about_ca_system_score_gemma":0.0002321822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044636,"about_ca_topic_score_gemma":0.00001410088,"domain_scores_codex":[0.9965616,0.0002539631,0.0006841486,0.001023701,0.0009196284,0.0005569412],"domain_scores_gemma":[0.997688,0.0003903581,0.0002527946,0.001287355,0.0001020922,0.0002794167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004990815,0.0000432509,0.8918257,0.002780156,0.0009307208,0.001770786,0.000560159,0.07741021,0.000238724,0.000001642032,0.0004217756,0.01902601],"study_design_scores_gemma":[0.006133128,0.0005191512,0.9725552,0.008197173,0.001354707,0.0001194968,0.00002226279,0.009542447,0.0005423495,0.00006768625,0.0003036131,0.0006427828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983996,0.01108307,0.00001430089,0.0001631055,0.001491291,0.002940354,0.0000355928,0.0002239238,0.00005232505],"genre_scores_gemma":[0.9871509,0.01006667,0.0001308137,0.00001565737,0.002027829,0.00001614916,0.0002566496,0.0001370817,0.0001982497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08072945,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950051179516007,"score_gpt":0.283650362542816,"score_spread":0.2541498507476559,"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."}}