{"id":"W2064661524","doi":"10.1016/j.neurobiolaging.2013.08.027","title":"Effects of cerebrospinal fluid proteins on brain atrophy rates in cognitively healthy older adults","year":2013,"lang":"en","type":"article","venue":"Neurobiology of Aging","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; U.S. Food and Drug Administration; National Institutes of Health; Sahlgrenska Universitetssjukhuset; Genentech; Innogenetics; National Heart, Lung, and Blood Institute; Vetenskapsrådet; Novartis; University of Pennsylvania; Elan; Alzheimer's Disease Neuroimaging Initiative; Northern California Institute for Research and Education; Carl-Bertil Laurells Fond; F. Hoffmann-La Roche; Alzheimer's Drug Discovery Foundation; Johnson and Johnson; Schering-Plough; National Institute on Aging; Alzheimer's Association; GE Healthcare; Abbott Laboratories","keywords":"Cerebrospinal fluid; Atrophy; Apolipoprotein E; Pathology; Apolipoprotein B; Alzheimer's disease; Medicine; Degenerative disease; Internal medicine; Endocrinology; Psychology; Neuroscience; Disease","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":[0.0006489562,0.0006041874,0.0006430225,0.0003720417,0.0003518216,0.000499021,0.000182957,0.0005030322,0.001013124],"category_scores_gemma":[0.003024302,0.0002242055,0.0006003061,0.0003359256,0.0002758421,0.0005351012,0.0003624491,0.0006378171,0.0001480636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605943,"about_ca_system_score_gemma":0.0003146833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005989016,"about_ca_topic_score_gemma":0.006652047,"domain_scores_codex":[0.9998127,0.00006423342,0.00001962372,0.0000365109,0.00002858793,0.00003839761],"domain_scores_gemma":[0.9986431,0.0004842863,0.0002979205,0.00007180536,0.0001410135,0.0003617656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2184158,0.004430507,0.7323222,0.0002139723,0.001631435,0.0006034339,0.0009650914,0.0004759429,0.007747158,0.00008205984,0.0004697966,0.03264266],"study_design_scores_gemma":[0.0002819855,0.00556677,0.9928974,0.000007307558,0.0002908075,0.00005948319,0.0001592176,0.0001530882,0.0004097356,0.00004645443,0.0001178865,0.000009909205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992,0.0004036751,0.00001023552,0.00002100513,0.000009769935,0.000004402156,0.00009716956,0.000002572721,0.0002510463],"genre_scores_gemma":[0.9992992,0.0002345545,0.0000360681,0.0000225596,0.00001529315,0.000005167726,0.000112307,0.000001220814,0.0002736864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005989016,"threshold_uncertainty_score":0.01190829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079775559227479,"score_gpt":0.2917221363615928,"score_spread":0.280924380769318,"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."}}