{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003122835,0.0001777688,0.0005771903,0.0002808496,0.00001297924,0.000004107429,0.00009352594,0.0001053689,0.0005245257],"category_scores_gemma":[0.0004729252,0.0001210571,0.0003674375,0.000104885,0.00007408816,0.00005393817,0.00004644302,0.0004521382,0.00006104898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640084,"about_ca_system_score_gemma":0.000113653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001676083,"about_ca_topic_score_gemma":4.000179e-7,"domain_scores_codex":[0.9985271,0.0002401708,0.0005453178,0.0001955472,0.0002921126,0.0001998045],"domain_scores_gemma":[0.9980915,0.000940125,0.000506133,0.0001810295,0.0001236028,0.0001575808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.339902,0.0001663641,0.6179311,0.0007820972,0.002248817,0.004989156,0.0002657557,0.001159485,0.01873727,0.0000121599,0.005282542,0.008523266],"study_design_scores_gemma":[0.05359405,0.07854365,0.8326194,0.001007136,0.006119736,0.002290281,0.00005792427,0.001913358,0.009138654,0.00001726181,0.0141918,0.0005067821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964302,0.0003502395,0.0000244016,0.0008752425,0.0008581902,0.0005321364,0.00002050165,0.00001140169,0.0008977061],"genre_scores_gemma":[0.9977734,0.00008195196,0.00002549914,0.0006511214,0.0005056986,0.000001782874,0.00000555192,0.00002753638,0.0009274461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2863079,"threshold_uncertainty_score":0.5743188,"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."}}