{"id":"W2521489627","doi":"10.1042/cs20171620","title":"Small vessels, dementia and chronic diseases – molecular mechanisms and pathophysiology","year":2018,"lang":"en","type":"article","venue":"Clinical Science","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Discovery Centre","funders":"National Institute on Aging; Medical Research Council; Dementias Platform UK; Lundbeckfonden; Fondation Leducq; Novo Nordisk Fonden; Academy of Medical Sciences; National Centre for the Replacement, Refinement and Reduction of Animals in Research; Rosetrees Trust; British Heart Foundation; National Institute of Neurological Disorders and Stroke; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Dementia; Scope (computer science); Disease; Vascular dementia; Medicine; Psychological intervention; Stroke (engine); Translational research; Neuroscience; Psychology; Intensive care medicine; Pathology; Computer science; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002925545,0.0005848586,0.001040679,0.0009597021,0.0008840317,0.0033422,0.0006101197,0.002180479,0.004940453],"category_scores_gemma":[0.001659433,0.0002624177,0.0005984774,0.0007002886,0.002309721,0.0030679,0.001919912,0.003325066,0.0007623234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505114,"about_ca_system_score_gemma":0.002393615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009773765,"about_ca_topic_score_gemma":0.001799898,"domain_scores_codex":[0.9992031,0.000365548,0.00005465102,0.00009183605,0.0001470475,0.0001377131],"domain_scores_gemma":[0.9992543,0.000374132,0.00005969528,0.00002860351,0.0001163031,0.0001670398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007195695,0.0003357193,0.002530363,0.01141234,0.0001916322,0.001510858,0.00475464,0.001015145,0.02429785,0.07266558,0.1372841,0.7432822],"study_design_scores_gemma":[0.00005993957,0.000876746,0.01681037,0.004918261,0.000116742,0.003134241,0.006805933,0.0003728197,0.003877059,0.07833749,0.8845868,0.0001036988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008452925,0.8778591,0.002777459,0.0904218,0.007962868,0.00009181887,0.00008230307,0.00004197449,0.01230981],"genre_scores_gemma":[0.05354124,0.9024041,0.003611925,0.0146071,0.008686693,0.0002109723,0.0001703685,0.00002346785,0.01674417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004940453,"threshold_uncertainty_score":0.01652747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05436997952698978,"score_gpt":0.3296237987209714,"score_spread":0.2752538191939816,"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."}}