{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604885,0.0005712141,0.0003968711,0.001137071,0.000472256,0.0005006593,0.0003387808,0.0003583041,0.001980808],"category_scores_gemma":[0.001062179,0.0001604248,0.0002774434,0.0006929309,0.0003698228,0.0003207453,0.0004548366,0.000366542,0.0002492413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324063,"about_ca_system_score_gemma":0.0002735904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826588,"about_ca_topic_score_gemma":0.005957174,"domain_scores_codex":[0.999848,0.00001972583,0.00002485976,0.0000386026,0.00004145968,0.00002726283],"domain_scores_gemma":[0.9992161,0.00007250161,0.000472086,0.00003438836,0.0001069032,0.00009808897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009751004,0.0001661997,0.9861737,0.00007623844,0.0001444394,0.001289368,0.0001487823,0.00007344019,0.002663373,0.00004363183,0.0002239884,0.008021708],"study_design_scores_gemma":[0.00000710905,0.000131802,0.997974,0.000008050119,0.00002850125,0.001409848,0.00006729305,0.00006310983,0.0001277774,0.00007772879,0.0001021203,0.000002724365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974114,0.001336543,0.000089669,0.00005576347,0.000009133763,0.00001707841,0.0001753144,0.00001065379,0.0008943866],"genre_scores_gemma":[0.999081,0.0002868545,0.0001533357,0.00002749577,0.00002325159,0.000006558706,0.0001570017,0.000001603293,0.0002628006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003826588,"threshold_uncertainty_score":0.007608652,"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."}}