{"id":"W4311181513","doi":"10.1093/gerona/glac244","title":"TNFR-1 and GDF-15 Are Associated With Plasma Neurofilament Light Chain and Progranulin Among Community-Dwelling Older Adults: A Secondary Analysis of the MAPT Study","year":2022,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute on Aging; European Regional Development Fund; Région Occitanie Pyrénées-Méditerranée; Centre Hospitalier Universitaire de Nice; Avid Radiopharmaceuticals; Institut National de la Santé et de la Recherche Médicale; Les Laboratories Pierre Fabre; National Institutes of Health; Centre Hospitalier Universitaire de Toulouse; Centre Hospitalier Universitaire de Bordeaux; Saint Louis University","keywords":"Neurodegeneration; Internal medicine; Medicine; Biomarker; Cognitive decline; Inflammation; Oncology; Endocrinology; Disease; Biology; Dementia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433783,0.0001745484,0.0007020787,0.0001990042,0.0006707556,0.00001410116,0.0002197432,0.00008402376,0.0001019414],"category_scores_gemma":[0.0000827294,0.00009082934,0.0001205361,0.0005942166,0.0005068033,0.00005793233,0.0002328999,0.001022237,5.612532e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303495,"about_ca_system_score_gemma":0.00004863047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996662,"about_ca_topic_score_gemma":0.003417615,"domain_scores_codex":[0.9974475,0.001395416,0.000490024,0.0001541939,0.0002897427,0.0002231059],"domain_scores_gemma":[0.9983981,0.0002529011,0.0007825225,0.0003685903,0.0001265154,0.00007131759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002775229,0.000971923,0.9458333,0.00008438386,0.008295475,0.00005484176,0.04029952,0.00009111785,0.0005419254,0.000003872091,0.0001464104,0.0009019588],"study_design_scores_gemma":[0.00281327,0.001818783,0.8773844,0.0002274352,0.003183928,0.0002188791,0.113641,0.0003636729,0.0001996546,0.000009640573,0.00004867312,0.00009065414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921469,0.002528264,0.000001431245,0.004367213,0.00006054131,0.000736264,0.00002336313,0.0000134285,0.0001225881],"genre_scores_gemma":[0.9993942,0.0001849053,0.0000176793,0.0001597471,0.000007600007,0.00002671699,0.000007048722,0.00001494134,0.0001872043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0733415,"threshold_uncertainty_score":0.5158978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615081214043682,"score_gpt":0.2482106622807342,"score_spread":0.2320598501402974,"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."}}