{"id":"W4417001056","doi":"10.1136/jnnp-2025-336935","title":"Metabolic brain networks in dementia with Lewy bodies: from prodromal to manifest disease stages","year":2025,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Genentech; Center for Innovative Medicine; Medizinische Fakultät der Albert-Ludwigs-Universität Freiburg; National Institutes of Health; AbbVie; Hjärnfonden; Eisai; Vetenskapsrådet; Bristol-Myers Squibb Foundation; BioClinica; Biogen; Pfizer; Dipartimento di Scienze Biomediche Avanzate, Università degli Studi di Napoli Federico II; Novartis Pharmaceuticals Corporation; Bureau of Educational and Cultural Affairs; Roche; U.S. Department of Defense; Eli Lilly and Company; GE Healthcare; Johnson and Johnson; Takeda Pharmaceutical Company; Università degli Studi di Genova; Merck; Alzheimer's Association","keywords":"Disease; Pathological; Dementia; Dementia with Lewy bodies; Lewy body; Value (mathematics); Prodromal Stage","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004130058,0.0003742803,0.001009547,0.0007101771,0.00008339423,0.00003774716,0.0003068597,0.0001439968,0.00008090198],"category_scores_gemma":[0.0004035745,0.0002750095,0.0003036082,0.0006618179,0.0001567323,0.0001513445,0.0001067403,0.001126421,0.000007415366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006187644,"about_ca_system_score_gemma":0.0004094424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001593217,"about_ca_topic_score_gemma":0.00006830143,"domain_scores_codex":[0.9969904,0.0004086368,0.001031602,0.0005869172,0.0003714553,0.0006110349],"domain_scores_gemma":[0.9981371,0.0004045972,0.0004049543,0.000453458,0.0001140758,0.0004858062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008696949,0.001071534,0.9671659,0.00004049368,0.000223144,0.002196499,0.00002642347,0.001355684,0.0007682436,0.0003355569,0.01673143,0.001388166],"study_design_scores_gemma":[0.002389149,0.001195865,0.9372003,0.000094535,0.0004738144,0.0002316478,0.00001549476,0.00006585163,0.00002362958,0.0005566218,0.05757216,0.0001809158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887334,0.004242036,0.0002190798,0.1028181,0.003254134,0.0004147699,0.00001063613,0.00003906693,0.0002687529],"genre_scores_gemma":[0.8958719,0.0004787375,0.0002735906,0.1026167,0.0004875752,0.00002150909,0.000004659243,0.00003887359,0.0002064853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04084073,"threshold_uncertainty_score":0.9999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007728711091457659,"score_gpt":0.2522970501686289,"score_spread":0.2445683390771712,"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."}}