{"id":"W2986233775","doi":"10.1002/acn3.50938","title":"Study partner‐reported decline identifies cognitive decline and dementia risk","year":2019,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Genentech; National Institutes of Health; Takeda Pharmaceutical Company; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; Roche; University of Southern California; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Alzheimer's Drug Discovery Foundation; AbbVie; Fujirebio Europe; Alzheimer's Association; Foundation for the National Institutes of Health; GE Healthcare; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Dementia; Cognitive decline; Medicine; Neuropsychology; Cognition; Gerontology; Disease; Effects of sleep deprivation on cognitive performance; Cognitive test; Clinical psychology; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003934565,0.000529593,0.0005127637,0.0006688773,0.000483363,0.000979865,0.0005767629,0.0005683575,0.004648177],"category_scores_gemma":[0.01181688,0.0003372841,0.0008764347,0.001116636,0.0003474042,0.0008377291,0.0009440297,0.000989823,0.0005185681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425718,"about_ca_system_score_gemma":0.0003971283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002491368,"about_ca_topic_score_gemma":0.003002531,"domain_scores_codex":[0.9988382,0.0007060759,0.0000825971,0.0001872487,0.0001036623,0.00008211345],"domain_scores_gemma":[0.9944078,0.002206153,0.001806529,0.0005228723,0.000424014,0.0006327477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115781,0.00003540478,0.9982652,0.00001144524,0.0001257886,0.00002805968,0.00005923229,0.00005962561,0.00001566153,0.00001837587,0.00008753864,0.001182064],"study_design_scores_gemma":[0.00004805061,0.0004114862,0.9953387,0.0000431191,0.0002929192,0.0004622527,0.000340593,0.002123345,0.00007903823,0.0003933535,0.0004588869,0.000008290703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968511,0.0004777398,0.0004898971,0.0001669698,0.00001511461,0.00002643857,0.0007194731,0.00001096415,0.001242337],"genre_scores_gemma":[0.9989973,0.0001009111,0.0001662207,0.00004330348,0.00001481141,0.00001921177,0.0003656306,0.000002974401,0.000289766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004648177,"threshold_uncertainty_score":0.02080822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385988545632994,"score_gpt":0.4686302692329011,"score_spread":0.3300314146696016,"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."}}