{"id":"W4206094531","doi":"10.1002/alz.057335","title":"The association between visual discrimination and cognitive decline prior to clinical diagnosis","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Association (psychology); Perirhinal cortex; Psychology; Task (project management); Audiology; Cognitive decline; Visual perception; Disease; Perception; Cognitive impairment; Medicine; Dementia; Psychiatry; Pathology; Recognition memory; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006185495,0.00039641,0.000398683,0.001517118,0.0005425399,0.0009719903,0.000533361,0.0008914163,0.004319683],"category_scores_gemma":[0.007173529,0.0001635801,0.000331802,0.0007492133,0.000402871,0.0007261086,0.0005587899,0.001071965,0.0005540021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004246718,"about_ca_system_score_gemma":0.0002653757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004974855,"about_ca_topic_score_gemma":0.005070348,"domain_scores_codex":[0.9994837,0.00007051975,0.00007560429,0.0001562281,0.0001354674,0.00007836661],"domain_scores_gemma":[0.9942778,0.001403636,0.002463194,0.0002911263,0.000755585,0.0008085521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005474259,0.000207831,0.9960218,0.0000112595,0.00003220378,0.0001544793,0.00005381913,0.00003590088,0.0003832926,0.00002357165,0.0001260345,0.002402507],"study_design_scores_gemma":[0.000007457911,0.0001493849,0.9991317,0.000005593233,0.00001000856,0.0003018601,0.00005488088,0.0001153595,0.00008336378,0.00007851515,0.00005846788,0.000003286575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998332,0.0002808748,0.00004712152,0.00007496781,0.00001377709,0.000007948142,0.0001480812,0.000005005197,0.001090301],"genre_scores_gemma":[0.9996388,0.00003525948,0.00003417574,0.00001757633,0.000008816644,0.00000303156,0.0001221609,0.000001101934,0.0001390307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004974855,"threshold_uncertainty_score":0.01445085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497655198991982,"score_gpt":0.40702354324026,"score_spread":0.3572580233410618,"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."}}