{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000516443,0.0003695977,0.0002699271,0.001407985,0.000271022,0.0007358105,0.0002882759,0.0003205925,0.001107341],"category_scores_gemma":[0.00140153,0.0001888439,0.000246629,0.000967073,0.0002832675,0.0005008087,0.0006973114,0.0003077099,0.0001663486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567659,"about_ca_system_score_gemma":0.0002365768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561798,"about_ca_topic_score_gemma":0.009742579,"domain_scores_codex":[0.999818,0.00004827698,0.00001670108,0.00006275302,0.00002112401,0.00003315021],"domain_scores_gemma":[0.9994375,0.0001087316,0.0002909817,0.00003450085,0.00005691837,0.00007136283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006510143,0.00002670725,0.9914116,0.00003096778,0.00009034482,0.0002318797,0.0001781651,0.0002805961,0.001796863,0.00005446399,0.000142107,0.005105254],"study_design_scores_gemma":[0.000007890007,0.00005621072,0.9983121,0.000008742507,0.00002496698,0.0003943186,0.000110683,0.0005175173,0.0001949484,0.0002221083,0.0001474866,0.000003025874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998638,0.0003537444,0.0002109341,0.00003162062,0.000001827298,0.000008208238,0.000478157,0.000005638535,0.0002720615],"genre_scores_gemma":[0.9991097,0.00008771536,0.000209436,0.000008865098,0.00000332341,0.000009173114,0.0004762675,0.000001940048,0.00009356585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004561798,"threshold_uncertainty_score":0.009070516,"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."}}