{"id":"W3125607790","doi":"10.1038/s41398-020-01166-w","title":"Lower functional hippocampal redundancy in mild cognitive impairment","year":2021,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; BioClinica; F. Hoffmann-La Roche; University of Southern California; Biogen; Novartis Pharmaceuticals Corporation; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; U.S. Department of Defense; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association; National Institutes of Health; U.S. Department of Health and Human Services; Foundation for the National Institutes of Health","keywords":"Hippocampal formation; Redundancy (engineering); Neuroscience; Cognition; Psychology; Hippocampus; Cognitive impairment; Dementia; Disease; Medicine; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001715691,0.0002062579,0.0001892021,0.0001420219,0.0002290778,0.00003472261,0.00008517236,0.00008430541,0.001364894],"category_scores_gemma":[0.0004820599,0.000223937,0.0001597669,0.0006344279,0.0001317484,0.0002524196,0.00002649453,0.0003073408,0.0002357312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005304268,"about_ca_system_score_gemma":0.0004797892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006582125,"about_ca_topic_score_gemma":0.0002235683,"domain_scores_codex":[0.9978972,0.0001592349,0.000332145,0.0007006821,0.0005996498,0.0003110821],"domain_scores_gemma":[0.9978225,0.001788556,0.00005881894,0.0001493324,0.0001040659,0.00007675978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006095627,0.009579826,0.5968338,0.0003127873,0.0003183174,0.0003011607,0.00208258,0.005253788,0.03434299,0.2763512,0.06371435,0.004813578],"study_design_scores_gemma":[0.004238832,0.0001683846,0.9118651,0.0001646225,0.00003095653,0.0001083111,0.0002983129,0.0004150419,0.003182107,0.07560704,0.003422381,0.0004989362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934032,0.00117962,0.00292459,0.0724486,0.006304787,0.000518161,0.000249051,0.0001645553,0.02280742],"genre_scores_gemma":[0.9904853,0.00002110073,0.0007705847,0.007452803,0.0004713195,0.0000599238,0.00004149992,0.00002385317,0.0006736651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3150313,"threshold_uncertainty_score":0.999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076221244085219,"score_gpt":0.2818614786490986,"score_spread":0.2410992662082464,"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."}}