{"id":"W4390200622","doi":"10.1002/alz.079139","title":"Association of plasma biomarkers with cognitive domains across three neurodegenerative diseases and cerebrovascular disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Toronto Western Hospital; Robarts Clinical Trials; Sunnybrook Hospital; Queen's University; Nova Scotia Health Authority; Ontario Brain Institute; Baycrest Hospital; McGill University; Douglas Mental Health University Institute; Health Sciences Centre; University Health Network; Western University; University of Toronto","funders":"","keywords":"Neuropsychology; Internal medicine; Disease; Medicine; Cognition; Oncology; Cognitive decline; Neuropsychological assessment; Dementia; Executive dysfunction; Executive functions; Biomarker; Psychology; Psychiatry; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004510078,0.0004898564,0.0004137308,0.0009308304,0.0005303809,0.0007644246,0.0002805644,0.0004424215,0.001222261],"category_scores_gemma":[0.0009697704,0.0001134832,0.0002933365,0.001181786,0.0003066793,0.0001993672,0.0003587924,0.0003848836,0.0001480262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885024,"about_ca_system_score_gemma":0.0006375643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839299,"about_ca_topic_score_gemma":0.02514741,"domain_scores_codex":[0.9996498,0.00005260533,0.00005685927,0.00009127207,0.00007968564,0.00006978659],"domain_scores_gemma":[0.9990665,0.0001378865,0.0004703742,0.00004580546,0.0001599559,0.0001194726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002478081,0.00001912982,0.9967948,0.00001751966,0.00009810244,0.00005501406,0.0000253128,0.00004507407,0.0007432407,0.00001275267,0.00006635817,0.001875018],"study_design_scores_gemma":[0.00000972584,0.00006901275,0.9989987,0.00000505962,0.00004142557,0.0001967086,0.00005387066,0.0001253762,0.000278789,0.00004150489,0.0001764591,0.000003362103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970202,0.001166251,0.0001290753,0.00006483051,0.000007784383,0.00001673395,0.0008640548,0.000006552933,0.0007245925],"genre_scores_gemma":[0.9988961,0.0001542419,0.0001963765,0.00003664619,0.00001142691,0.00001402858,0.0005380018,0.000001048727,0.0001521082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839299,"threshold_uncertainty_score":0.03657186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186006039072219,"score_gpt":0.295111089247725,"score_spread":0.2765104853405031,"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."}}