{"id":"W4396711707","doi":"10.1093/braincomms/fcae133","title":"Impact of long-term white matter hyperintensity changes on mobility and dexterity","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Edinburgh Imaging; Biotechnology and Biological Sciences Research Council; Medical Research Council; Directorate for Biological Sciences; UK Dementia Research Institute; Alzheimer’s Society; China Scholarship Council; Wellcome Trust; Alzheimer's Society; Chief Scientist Office; Consejo Nacional de Ciencia y Tecnología; Fondation Leducq; University of Edinburgh; Economic and Social Research Council; Stroke Association; Scottish Funding Council; Medical Research Council Canada; Edinburgh and Lothians Health Foundation; British Heart Foundation; Mrs Gladys Row Fogo Charitable Trust","keywords":"Hyperintensity; Stroke (engine); Medicine; Modified Rankin Scale; Physical therapy; Logistic regression; Psychology; Physical medicine and rehabilitation; Cardiology; Internal medicine; Magnetic resonance imaging; Radiology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002943001,0.0004548461,0.0004986267,0.0003910895,0.0003406337,0.0006977391,0.0004832201,0.0004827404,0.001905858],"category_scores_gemma":[0.006604606,0.0003129269,0.0009000371,0.0005150037,0.0004408354,0.0004328338,0.0006799035,0.0006102191,0.0001985564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947199,"about_ca_system_score_gemma":0.000427963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006523977,"about_ca_topic_score_gemma":0.01128051,"domain_scores_codex":[0.9982992,0.0008696916,0.000143655,0.0002664269,0.0002124758,0.0002086117],"domain_scores_gemma":[0.9957437,0.001645928,0.001690201,0.0004228777,0.0001843948,0.0003129538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001262466,0.0001765316,0.9946303,0.00002467683,0.0004977732,0.0001184288,0.0001010526,0.000221978,0.0003457673,0.00002562341,0.0000683864,0.002526972],"study_design_scores_gemma":[0.000008802017,0.0003027258,0.9991792,0.000003235411,0.00006788946,0.00006008212,0.00003105839,0.0002064532,0.00006338745,0.00002588683,0.00004819486,0.000003049293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993011,0.0001790528,0.00008375038,0.00002998166,0.000003897131,0.000008800697,0.0001928574,0.00000372009,0.000196852],"genre_scores_gemma":[0.9993564,0.0000419446,0.0000783508,0.00001615806,0.00000576578,0.00001264876,0.0002351857,0.000001561701,0.0002519741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006523977,"threshold_uncertainty_score":0.0155642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048953589826761,"score_gpt":0.3499649097094234,"score_spread":0.3094753738111558,"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."}}