{"id":"W2921536781","doi":"10.1007/s00415-019-09256-6","title":"Effect of small-vessel disease on cognitive trajectory after atrial fibrillation-related ischaemic stroke or  TIA","year":2019,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Rosetrees Trust; University College London; University College London Hospitals NHS Foundation Trust; Daiichi-Sankyo; Pfizer; Stroke Association; British Heart Foundation; National Institute for Health and Care Research","keywords":"Montreal Cognitive Assessment; Medicine; Atrial fibrillation; Internal medicine; Cardiology; Cerebral amyloid angiopathy; Stroke (engine); Neurology; Dementia; Neuroradiology; Cohort; Lacunar stroke; Disease; Ischemia; Ischemic stroke; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254305,0.0003313058,0.0004616921,0.0004627818,0.0004154997,0.0008365051,0.0004977396,0.0005630393,0.001284647],"category_scores_gemma":[0.004633944,0.0001850406,0.001023879,0.0005379251,0.0003184176,0.0005940101,0.0006460478,0.0009084662,0.0002238895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761961,"about_ca_system_score_gemma":0.0003672631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004638734,"about_ca_topic_score_gemma":0.005349537,"domain_scores_codex":[0.9994242,0.0001536724,0.00005653638,0.0001571571,0.00008010778,0.0001283519],"domain_scores_gemma":[0.9974023,0.0004795065,0.001125216,0.0002525689,0.0001832188,0.0005570973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00365005,0.0001479369,0.9908439,0.00002173123,0.0003198791,0.0001161096,0.00005363481,0.0001036197,0.0002452537,0.00002172248,0.00007451699,0.004401665],"study_design_scores_gemma":[0.00001922222,0.0005349425,0.9989498,0.000006216669,0.00007690722,0.0001056279,0.00002934664,0.0001585336,0.00003649748,0.00002923959,0.00004987634,0.000003838022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989932,0.0005102525,0.00004912985,0.00003746124,0.00001000715,0.000006269805,0.0001029534,0.000003736232,0.0002870406],"genre_scores_gemma":[0.9994617,0.0001290287,0.00003730322,0.0000154194,0.00001307936,0.000003565333,0.0001932795,0.000001824397,0.0001447674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004638734,"threshold_uncertainty_score":0.009223461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009265814806595721,"score_gpt":0.2642467016057704,"score_spread":0.2549808867991746,"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."}}