{"id":"W4388977447","doi":"10.3389/fneur.2023.1277765","title":"The relationship of small vessel disease burden on cerebral and regional brain atrophy rates and cognitive performance over one year of follow-up after transient ischemic attack","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Foothills Medical Centre; University of Calgary","funders":"Heart and Stroke Foundation of Canada","keywords":"Atrophy; Medicine; Cardiology; Internal medicine; Stroke (engine); Dementia; Neuropsychology; Brain size; Effects of sleep deprivation on cognitive performance; Cognition; Cerebral atrophy; Disease; Magnetic resonance imaging; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007955601,0.000258441,0.000313464,0.0008473053,0.000309027,0.0004861224,0.0003519221,0.0005437253,0.001387918],"category_scores_gemma":[0.003313581,0.0001781169,0.0003617733,0.0004434963,0.0002263634,0.0004386856,0.0003578402,0.0005177317,0.0002575021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134186,"about_ca_system_score_gemma":0.0001430181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334855,"about_ca_topic_score_gemma":0.003732997,"domain_scores_codex":[0.9996556,0.00007627021,0.00004069075,0.000080949,0.0000657306,0.00008070404],"domain_scores_gemma":[0.9977387,0.0005476857,0.000980584,0.0001291306,0.0002136308,0.0003902956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004528943,0.00005421675,0.9979067,0.000005508206,0.00008701315,0.00006040177,0.00003687106,0.00004312547,0.0001536306,0.000004066881,0.00004290723,0.001152612],"study_design_scores_gemma":[0.000003196336,0.00009898718,0.9997062,8.724722e-7,0.00001488282,0.00007752762,0.00001880026,0.00004347536,0.00001643964,0.000004381072,0.00001396306,0.000001242329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994789,0.0001799461,0.00002107254,0.00001547811,0.000003275355,0.000003420967,0.0001069525,0.000002213574,0.0001888024],"genre_scores_gemma":[0.9996389,0.00005220097,0.00001837035,0.000007851685,0.000006883312,0.000003284586,0.0001835453,6.643178e-7,0.00008824944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003334855,"threshold_uncertainty_score":0.006630898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534829158937392,"score_gpt":0.280579374099487,"score_spread":0.2552310825101131,"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."}}