{"id":"W4387356932","doi":"10.17116/jnevro202312309158","title":"A role of altered inflammation-related gene expression in cerebral small vessel disease with cognitive impairment","year":2023,"lang":"en","type":"article","venue":"S S Korsakov Journal of Neurology and Psychiatry","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammation; Medicine; Gene expression; Gene; Immunology; Internal medicine; Pathology; Oncology; Biology; Genetics","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":[0.0003508208,0.0003967975,0.0003863898,0.0008173858,0.0002578584,0.0003786157,0.0002184309,0.0002870393,0.001300139],"category_scores_gemma":[0.0008203725,0.0001161621,0.000209387,0.0005058947,0.0003134586,0.0001719431,0.0002325675,0.0002222968,0.0001321273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171451,"about_ca_system_score_gemma":0.0002090339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363075,"about_ca_topic_score_gemma":0.0015666,"domain_scores_codex":[0.9997678,0.00004614749,0.00001452532,0.00007921849,0.00005264367,0.00003961561],"domain_scores_gemma":[0.9995162,0.00009982748,0.0002209594,0.00002551987,0.0000696627,0.00006780849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002543001,0.0001798462,0.920984,0.0001034042,0.0002102389,0.0008479842,0.0001756188,0.0002542379,0.06039095,0.00007341652,0.0002212494,0.014016],"study_design_scores_gemma":[0.000009052632,0.0001487828,0.9975297,0.000005835367,0.00004281112,0.0004930664,0.00004811746,0.0001805841,0.001342375,0.00006252812,0.0001333959,0.000003668493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984488,0.0007902033,0.0002393548,0.00002709367,0.000005215665,0.00000657304,0.0001722552,0.000006198701,0.0003042781],"genre_scores_gemma":[0.9988645,0.0002421085,0.0003488571,0.00003183447,0.00001556193,0.0000145417,0.0001612789,0.000002630505,0.0003186419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001363075,"threshold_uncertainty_score":0.004349351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355302517897643,"score_gpt":0.2388205758157552,"score_spread":0.2252675506367788,"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."}}