{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699228,0.0008682329,0.001548713,0.004495283,0.0004884541,0.001673354,0.000870907,0.001861835,0.003400348],"category_scores_gemma":[0.002258783,0.0003528437,0.0009649838,0.002968168,0.0009951196,0.002042959,0.001152222,0.002966286,0.001532087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160787,"about_ca_system_score_gemma":0.001647828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493806,"about_ca_topic_score_gemma":0.00398336,"domain_scores_codex":[0.9993562,0.0001568217,0.0001091646,0.00008694006,0.0002446102,0.00004631115],"domain_scores_gemma":[0.9985453,0.0007950747,0.0001587109,0.00003727108,0.0004011045,0.00006257591],"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":[0.00007047191,0.00005631321,0.0002606383,0.01987176,0.0001239552,0.000201462,0.0001122226,0.0001945808,0.0008820191,0.006054994,0.03273008,0.9394416],"study_design_scores_gemma":[0.00001434049,0.00009358654,0.001134976,0.009475019,0.0001621824,0.002700817,0.0001075957,0.00008333322,0.0003952436,0.003592491,0.9822108,0.0000296786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004013512,0.9988475,0.00005579686,0.0002933469,0.0002134732,0.000002830738,0.000004887686,0.000004121123,0.0005379297],"genre_scores_gemma":[0.0005059311,0.9985066,0.0001371069,0.0002969368,0.0002674293,0.000003741663,0.000008785511,0.000001171332,0.0002723569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004495283,"threshold_uncertainty_score":0.01137531,"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."}}