{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003038345,0.0004207416,0.0003499719,0.001182373,0.000307639,0.0004043949,0.0002613717,0.0003238305,0.001728944],"category_scores_gemma":[0.001510508,0.0001906119,0.0001918704,0.0003068089,0.0004156112,0.0004326229,0.0005326066,0.0003044539,0.0001320813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002794949,"about_ca_system_score_gemma":0.0002042916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033041,"about_ca_topic_score_gemma":0.004474385,"domain_scores_codex":[0.9998993,0.00001386499,0.0000100943,0.00003069454,0.00002452326,0.00002145317],"domain_scores_gemma":[0.9993919,0.00006248889,0.0003263036,0.00005218459,0.00006163654,0.0001054396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004280332,0.0003191092,0.850072,0.0002427273,0.0005991103,0.002599629,0.001612866,0.001212443,0.1061254,0.0008864049,0.0006985991,0.03135137],"study_design_scores_gemma":[0.000008302332,0.0001535619,0.9975299,0.000006212055,0.00003006896,0.0007273102,0.00007782858,0.0001854274,0.0006521674,0.0005304888,0.00009367377,0.00000504128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992344,0.000147548,0.0001053277,0.00002223904,0.0000018996,0.000003673025,0.00009158433,0.000004528168,0.0003888528],"genre_scores_gemma":[0.9996526,0.00004077578,0.0001030569,0.00001326799,0.000005325023,0.000002803921,0.00007271807,0.000001136324,0.0001082564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033041,"threshold_uncertainty_score":0.006030798,"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."}}