{"id":"W4310941640","doi":"10.1111/ene.15660","title":"Physical activity and brain health in patients with atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Claret Medical; Schweizerische Herzstiftung; Bristol-Myers Squibb; Universität Basel; AstraZeneca; Amgen","keywords":"Medicine; Hyperintensity; Internal medicine; Cardiology; Atrial fibrillation; Confidence interval; Odds ratio; Cohort; Brain size; Magnetic resonance imaging; White matter; Stroke (engine); Radiology","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":[0.0004525194,0.0000602835,0.0002273669,0.0001476847,0.00005669375,0.000005478398,0.00003435524,0.000004978358,0.00001747153],"category_scores_gemma":[0.00007001247,0.00004772907,0.00005920964,0.0001212217,0.00002352097,0.00006114079,0.00006322041,0.000217515,0.00000141024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001845116,"about_ca_system_score_gemma":0.00003085446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001754465,"about_ca_topic_score_gemma":6.730955e-7,"domain_scores_codex":[0.9987482,0.0007178664,0.0001751205,0.00009372982,0.0001666685,0.00009837508],"domain_scores_gemma":[0.9994832,0.0001054265,0.000271293,0.00006070198,0.00002358084,0.00005583659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0070005,0.00001767331,0.9476656,0.000009341118,0.00003323056,0.00009484975,0.0002319154,0.001672869,0.0000504996,0.00004966716,0.0005532285,0.04262068],"study_design_scores_gemma":[0.004830831,0.005812206,0.9684902,0.000003110946,0.000015019,0.00004531777,0.000006468118,0.0001696662,9.200377e-7,0.00001173203,0.02058009,0.00003447326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718797,0.00002373439,0.00004095706,0.02760634,0.0001525433,0.0001446332,0.000001486797,0.000005569003,0.0001450967],"genre_scores_gemma":[0.9984054,0.000006345515,0.00004265918,0.0008525403,0.0006368808,1.83108e-8,0.000002603631,0.00001208171,0.00004144444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04258621,"threshold_uncertainty_score":0.1946335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993531059016953,"score_gpt":0.2986172751335825,"score_spread":0.268681964543413,"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."}}