{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019305,0.00009849547,0.000174155,0.00008626111,0.00004865375,0.00001904671,0.000203675,0.0000415067,0.0001797663],"category_scores_gemma":[0.00006593252,0.0000806324,0.00007628422,0.000119805,0.0002041143,0.00002812944,0.0004187342,0.0001818571,0.00003360593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007880472,"about_ca_system_score_gemma":0.00002492703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006491841,"about_ca_topic_score_gemma":0.00004925994,"domain_scores_codex":[0.9994406,0.00005099187,0.0001395341,0.0001687549,0.00009158807,0.0001085709],"domain_scores_gemma":[0.9981213,0.0002008356,0.00003264929,0.001528858,0.00005637575,0.0000599397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005354315,0.0003008136,0.9540635,0.0002773785,0.0002175982,0.00000795407,0.0006356768,6.753046e-7,0.006643291,0.0001086838,0.02499275,0.01269813],"study_design_scores_gemma":[0.0001631584,0.0001312932,0.9971156,0.0001720393,0.00006033183,0.00003922069,0.00003519463,0.0003006788,0.0001939299,0.00001495644,0.001711888,0.00006172462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627662,0.0005736824,0.0001615331,0.02673444,0.0000298069,0.0003392193,0.00004559946,0.00006038597,0.009289196],"genre_scores_gemma":[0.996686,0.0001900767,0.0008687157,0.0008873128,0.00002212911,0.00003314642,0.00005253714,0.00001329879,0.001246793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04305208,"threshold_uncertainty_score":0.3288094,"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."}}