{"id":"W3091921880","doi":"10.1002/alz.12179","title":"Retinal imaging in Alzheimer's and neurodegenerative diseases","year":2020,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Pratt Foundation; National Institutes of Health; National Foundation for Medical Research and Innovation; Alzheimer's Association","keywords":"Context (archaeology); Neuroscience; Dementia; Modalities; Disease; Retinal; Alzheimer's disease; Medicine; Psychology; Pathology; Ophthalmology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001533084,0.0005925267,0.001886383,0.0003285811,0.00009551381,0.0001073045,0.000185091,0.00008805173,0.0001212027],"category_scores_gemma":[0.00006410384,0.0004908069,0.0005097046,0.0005373799,0.0001610329,0.0001212536,0.0001979559,0.0005250233,0.00008733973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009279748,"about_ca_system_score_gemma":0.0002193219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007479521,"about_ca_topic_score_gemma":0.00000435635,"domain_scores_codex":[0.9973229,0.0002686131,0.0007547467,0.0009058776,0.000333895,0.0004140378],"domain_scores_gemma":[0.9988012,0.00009378646,0.0003065654,0.0003971371,0.00006481481,0.0003365187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001424475,0.00006352275,0.00133862,0.0003600547,0.01451488,0.0006729969,0.00004822083,1.877159e-7,0.000002050932,0.00002639925,0.001889646,0.9810691],"study_design_scores_gemma":[0.0002873523,0.00004715885,0.0001986915,0.00248522,0.2714059,0.0001664009,0.00002231174,0.0001495449,0.000009690308,0.0000127919,0.7248377,0.0003773201],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006334139,0.9979164,0.00002154931,0.0007615957,0.0001162192,0.0005198302,0.00003741848,0.00007259283,0.0005480703],"genre_scores_gemma":[0.002930498,0.9951669,0.0006330323,0.0004550103,0.0003328088,0.0000777882,0.0003017416,0.0000950055,0.000007195314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9806919,"threshold_uncertainty_score":0.9997544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04426798778639232,"score_gpt":0.3371026048462719,"score_spread":0.2928346170598796,"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."}}