{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004064239,0.0002454121,0.0003487779,0.0005257016,0.000393681,0.000542276,0.0002382458,0.0006072043,0.001641037],"category_scores_gemma":[0.001870688,0.0001524129,0.000357483,0.0008413478,0.0002036828,0.0002542638,0.0003065416,0.0006406668,0.0002074598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734042,"about_ca_system_score_gemma":0.0001962451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004680574,"about_ca_topic_score_gemma":0.005963847,"domain_scores_codex":[0.9997229,0.00008157009,0.00003922228,0.00005711163,0.00004733411,0.00005192585],"domain_scores_gemma":[0.9990202,0.0001417932,0.0005413689,0.00004509356,0.0000745404,0.0001768847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007341213,0.00003492103,0.9987709,0.00001033719,0.00004463504,0.00003106104,0.00002898837,0.00001767551,0.00005240163,0.000004913632,0.00005948777,0.0008712118],"study_design_scores_gemma":[0.000005302813,0.000066944,0.9996502,0.000005915806,0.0000167843,0.00009292729,0.00003536175,0.00005108922,0.000006633677,0.000012852,0.00005453549,0.000001378202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977718,0.001035401,0.00004477017,0.0001614091,0.00001546223,0.000006754612,0.0003348577,0.000003608515,0.0006259072],"genre_scores_gemma":[0.9993464,0.0002463255,0.00003282787,0.00004124356,0.00001887819,0.000005268101,0.0002258376,6.708569e-7,0.00008254019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004680574,"threshold_uncertainty_score":0.009306669,"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."}}