{"id":"W6968083934","doi":"10.5281/zenodo.14920094","title":"APOE ε4-related differences in brain structure, function, and connectivity at midlife: A scoping review","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Toronto Metropolitan University; McGill University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Apolipoprotein E; Disease; Hippocampus; Set (abstract data type); Neuroinformatics","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":[0.009489777,0.001021889,0.003185453,0.0113299,0.0005662841,0.002650812,0.001261664,0.00224368,0.003364592],"category_scores_gemma":[0.03753981,0.0007366686,0.003221233,0.00934123,0.001005802,0.002178867,0.001585688,0.001311725,0.0007389009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033806,"about_ca_system_score_gemma":0.007976459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066987,"about_ca_topic_score_gemma":0.01698013,"domain_scores_codex":[0.9975548,0.0005250453,0.0009913064,0.0004340995,0.0003954091,0.00009928358],"domain_scores_gemma":[0.9675853,0.02432829,0.002737575,0.0006823808,0.004442331,0.0002241582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005715759,0.00005373693,0.004156803,0.490482,0.01025745,0.0004834599,0.001023612,0.0003091857,0.001327574,0.002796184,0.0366639,0.4518746],"study_design_scores_gemma":[0.0001567815,0.0002163987,0.03249268,0.7063221,0.03867183,0.001247063,0.00114479,0.0001207161,0.0008961675,0.004280011,0.2143162,0.0001352426],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000935851,0.9966692,0.0001927665,0.0007178912,0.0003935425,0.00005905649,0.0006565666,0.000007974922,0.0003671742],"genre_scores_gemma":[0.005626882,0.9915245,0.0005344526,0.0006514844,0.0003952214,0.0001704052,0.0006920734,0.00001224539,0.0003926882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0113299,"threshold_uncertainty_score":0.05018735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06531924640033696,"score_gpt":0.2866339412391308,"score_spread":0.2213146948387939,"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."}}