{"id":"W4406137680","doi":"10.30629/2658-7947-2024-29-5-37-45","title":"Clinical and immune markers of age-dependent cerebral microangiopathy","year":2025,"lang":"en","type":"article","venue":"Russian neurological Journal","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperintensity; Medicine; Internal medicine; Montreal Cognitive Assessment; Magnetic resonance imaging; Gastroenterology; Psychology; Pathology; Cognitive impairment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678365,0.0004812319,0.000372743,0.00103097,0.0003946447,0.0002825355,0.000183763,0.0004443935,0.001669689],"category_scores_gemma":[0.0009591861,0.000167269,0.0002178257,0.0004500862,0.0002192967,0.0003152226,0.0002275859,0.0003339947,0.0002810838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171184,"about_ca_system_score_gemma":0.0001519456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651064,"about_ca_topic_score_gemma":0.0005353403,"domain_scores_codex":[0.9998255,0.00004349034,0.00002466544,0.00004486916,0.00002877968,0.00003270786],"domain_scores_gemma":[0.9993864,0.00007812036,0.0003056089,0.00003161147,0.00006498319,0.0001333336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007184041,0.0001606457,0.9932934,0.00003090828,0.00005380495,0.001310691,0.00006759087,0.00004883985,0.001509407,0.00003042878,0.00009513296,0.002680773],"study_design_scores_gemma":[0.00001506426,0.0004818729,0.9943808,0.000008881346,0.00002793024,0.004543017,0.00007189752,0.0000811647,0.0001666364,0.00004621394,0.0001724441,0.000004032622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985789,0.0006366294,0.0001013399,0.00002641407,0.000006811036,0.00001534305,0.00009325191,0.00000381502,0.0005374777],"genre_scores_gemma":[0.9992518,0.0001910822,0.0001355584,0.00002953038,0.0000312368,0.00001307608,0.0001585505,9.475721e-7,0.0001882339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669689,"threshold_uncertainty_score":0.005585611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116290777431504,"score_gpt":0.2833391407509119,"score_spread":0.2717100630077615,"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."}}