{"id":"W4410065428","doi":"10.1016/j.mri.2025.110406","title":"Neuroimaging biomarkers of neuroprotection: Impact of voluntary versus enforced exercise in Alzheimer's disease models","year":2025,"lang":"en","type":"article","venue":"Magnetic Resonance Imaging","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Durham College","funders":"National Institute on Aging; National Institutes of Health; Duke University","keywords":"Neuroprotection; Neuroimaging; Neuroscience; Disease; Alzheimer's disease; Medicine; Physical medicine and rehabilitation; Psychology; Internal medicine","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":[0.0006501703,0.0009584649,0.0007471652,0.0005795827,0.0003758235,0.0008673106,0.0004753151,0.0007429935,0.001335853],"category_scores_gemma":[0.0005467846,0.0002580391,0.0003882344,0.0004351051,0.0006889717,0.0007282891,0.0004264092,0.00127688,0.000206898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275911,"about_ca_system_score_gemma":0.0005853642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196036,"about_ca_topic_score_gemma":0.003431497,"domain_scores_codex":[0.9996595,0.00007919397,0.0000332981,0.00009095043,0.00005323037,0.00008383254],"domain_scores_gemma":[0.9996908,0.00002771026,0.00009640143,0.00004950291,0.00005553254,0.0000801507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.09166065,0.01021758,0.0145283,0.0008194452,0.0008516666,0.0003362998,0.0003683634,0.0008228369,0.8311374,0.0007093716,0.0009133764,0.04763473],"study_design_scores_gemma":[0.003774973,0.08105998,0.1638667,0.0003982267,0.00302567,0.001077738,0.001220783,0.005309366,0.7311597,0.002153825,0.006802845,0.0001502066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947391,0.002191975,0.001150832,0.0002079656,0.0001012011,0.00008580053,0.0005609659,0.00004905758,0.0009130628],"genre_scores_gemma":[0.99172,0.002558213,0.002384526,0.0001639029,0.00005281178,0.0003358202,0.0006236555,0.00002959569,0.002131567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00196036,"threshold_uncertainty_score":0.004468918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189635813312939,"score_gpt":0.2981790808174641,"score_spread":0.2792154994861702,"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."}}