{"id":"W2884698600","doi":"10.1186/s12877-018-0858-4","title":"A longitudinal magnetic resonance imaging study of neurodegenerative and small vessel disease, and clinical cognitive trajectories in non demented patients with transient ischemic attack: the PREVENT study","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Atrophy; Cognitive decline; Dementia; Magnetic resonance imaging; Neurodegeneration; Neuroimaging; Hyperintensity; Disease; Vascular dementia; Pathology; Cardiology; Alzheimer's disease; Internal medicine; Neuroscience; Psychiatry; Psychology; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001683072,0.0005853954,0.0006844916,0.0007149871,0.0013316,0.0009099629,0.0006564958,0.001242677,0.0009531775],"category_scores_gemma":[0.002339694,0.0007146441,0.0009884307,0.0008620478,0.0005131407,0.0009378466,0.0008547918,0.001175981,0.0004349196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006491558,"about_ca_system_score_gemma":0.001227992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009089394,"about_ca_topic_score_gemma":0.01575492,"domain_scores_codex":[0.9994625,0.00017542,0.00005506128,0.00009137543,0.0001139083,0.0001016865],"domain_scores_gemma":[0.9985019,0.0001819733,0.0004314787,0.0001603171,0.0001900602,0.0005342467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612646,0.000923056,0.9955449,0.00001811805,0.000205074,0.0002083996,0.0002150288,0.00004741249,0.0001753239,0.00002660921,0.000260701,0.0007626296],"study_design_scores_gemma":[0.0002227031,0.0008964694,0.9979057,0.000007270896,0.0001028609,0.0002674987,0.0001999558,0.00009067223,0.00003222709,0.00002545376,0.000241126,0.000007992747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987634,0.0001802909,0.00002797901,0.000118062,0.00001006876,0.00005593382,0.0004396233,0.000002525677,0.0004020324],"genre_scores_gemma":[0.9971195,0.0002180727,0.0001466805,0.0001734937,0.00004821662,0.0001355377,0.001599526,0.000002915173,0.0005559602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009089394,"threshold_uncertainty_score":0.01807296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945788510285634,"score_gpt":0.3252374435822532,"score_spread":0.2957795584793969,"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."}}