{"id":"W3124508375","doi":"10.3389/fnagi.2020.597491","title":"Visual Abnormalities Associate With Hippocampus in Mild Cognitive Impairment and Early Alzheimer's Disease","year":2021,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Natural Science Foundation of Shanghai","keywords":"Audiology; Montreal Cognitive Assessment; Nerve fiber layer; Medicine; Psychology; Cognition; Hippocampus; Cognitive decline; Alzheimer's disease; Atrophy; Hippocampal formation; Ophthalmology; Internal medicine; Dementia; Neuroscience; Cardiology; Disease; Retinal; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678363,0.0001367653,0.0002209023,0.0001697882,0.00008103923,0.00005095304,0.00006047417,0.00002869696,0.000002213247],"category_scores_gemma":[0.0001126599,0.0001175602,0.00003114174,0.000476781,0.0003283618,0.0001571854,0.00006011406,0.000215507,6.593328e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000408121,"about_ca_system_score_gemma":0.0001780803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045896,"about_ca_topic_score_gemma":0.00002488301,"domain_scores_codex":[0.9986701,0.00009419902,0.0001632607,0.0003994068,0.000301384,0.000371619],"domain_scores_gemma":[0.9996017,0.00003578324,0.0000502667,0.00008969067,0.00004185458,0.0001806709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001786985,0.0001548452,0.9961666,0.00003297889,0.000006348316,0.001147888,0.0008755687,0.000003371386,0.00007717004,0.000008071135,0.00009722843,0.001251244],"study_design_scores_gemma":[0.001460445,0.000201184,0.9943907,0.000409893,0.00005679001,0.00003224183,0.001903576,0.0009482574,0.0002506239,0.0001631638,0.00004161023,0.0001415707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957181,0.002388981,0.0001544495,0.0009354227,0.0003469123,0.0002415437,0.000005031651,0.00002368036,0.0001858621],"genre_scores_gemma":[0.9981961,0.0001620083,0.0002942403,0.001116207,0.00001345208,0.00001762367,0.000003098537,0.00001216426,0.0001850899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002477999,"threshold_uncertainty_score":0.4793966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140441018141287,"score_gpt":0.2618660672747198,"score_spread":0.250461657093307,"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."}}