{"id":"W4411976580","doi":"10.1177/13872877251352103","title":"Accuracy of blood-based neurofilament light to different genetic frontotemporal dementia from primary psychiatric disorders","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Montreal Neurological Institute and Hospital; University of Toronto; London Health Sciences Centre; Western University; Université Laval; Douglas Mental Health University Institute; McGill University","funders":"NIHR Cambridge Biomedical Research Centre; Robarts Research Institute; UK Dementia Research Institute; Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta; Universiteit Antwerpen; Università degli Studi di Brescia; Università degli Studi di Firenze; KU Leuven; University of Oxford; Erasmus Medisch Centrum; University of Toronto; Universidade de Coimbra; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Eberhard Karls Universität Tübingen; Universiteit Hasselt; Toronto Rehabilitation Institute; Karolinska Institutet; Sunnybrook Research Institute; Fonds de Recherche du Québec - Santé; Universidad de La Rioja; Institut National de la Santé et de la Recherche Médicale; Centre National de la Recherche Scientifique; Universidad Internacional de La Rioja; Wellcome Trust; University College London; McGill University; Medical Research Council; Department of Health and Social Care; National Institute for Health and Care Research; Sorbonne Université; Università degli Studi di Milano; London School of Hygiene and Tropical Medicine","keywords":"Frontotemporal dementia; C9orf72; Medicine; Internal medicine; Differential diagnosis; Dementia; Biomarker; Genetic testing; Oncology; Psychiatry; Gastroenterology; Pathology; Disease; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00258551,0.000785952,0.0004806703,0.001970202,0.0003830529,0.001262309,0.0004968773,0.0008662752,0.001403141],"category_scores_gemma":[0.009008735,0.0001960121,0.0005029867,0.0005354127,0.000510829,0.0005902225,0.0006422416,0.0005350408,0.0008363604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351914,"about_ca_system_score_gemma":0.0002422927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769808,"about_ca_topic_score_gemma":0.004094602,"domain_scores_codex":[0.9986923,0.0003257535,0.00017639,0.0003617625,0.0002822371,0.0001613975],"domain_scores_gemma":[0.9960064,0.001494311,0.0009946858,0.0002761615,0.0008020437,0.0004264569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005667363,0.00003710557,0.9917664,0.00001857914,0.00006734719,0.0001098834,0.00007231283,0.0001486247,0.001290843,0.00003275239,0.0002190374,0.005670245],"study_design_scores_gemma":[0.00002045143,0.0002461827,0.9934595,0.00004143472,0.00007580347,0.001089904,0.0001680555,0.002217382,0.001951736,0.0002208993,0.0004959614,0.00001262567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955494,0.001036051,0.0006957325,0.00006415378,0.00004474933,0.00001775086,0.0003638981,0.00004951929,0.002178744],"genre_scores_gemma":[0.9988787,0.00009798667,0.0004409665,0.00004295832,0.00001116243,0.00001001648,0.0003287037,0.000005663399,0.00018385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002769808,"threshold_uncertainty_score":0.01367366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142445943273881,"score_gpt":0.2880415400473978,"score_spread":0.2737969457200097,"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."}}