{"id":"W3195703498","doi":"10.1002/dad2.12232","title":"Retinal phenotyping of variants of Alzheimer's disease using ultra‐widefield retinal images","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Economic and Social Research Council; Moorfields Eye Hospital NHS Foundation Trust; Queen's University; Queen's University Belfast; Wolfson Foundation; National Institute for Health and Care Research; Brain Research Trust; Alimera Sciences","keywords":"Retinal; Drusen; Ophthalmology; Odds ratio; Retina; Medicine; Alzheimer's disease; Neuroscience; Pathology; Disease; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005290881,0.0004928859,0.0009472996,0.0002961369,0.0002430513,0.0001059985,0.0002625143,0.00008114679,0.0004060416],"category_scores_gemma":[0.0002838183,0.0005120945,0.0007428008,0.0007061248,0.0001933147,0.000384555,0.0002054866,0.0003537531,0.000005711246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004722765,"about_ca_system_score_gemma":0.0006727967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271199,"about_ca_topic_score_gemma":8.029465e-7,"domain_scores_codex":[0.9957268,0.0002963778,0.001221482,0.000882484,0.001221556,0.0006512734],"domain_scores_gemma":[0.9965356,0.0002723613,0.0006969879,0.0009761243,0.0007406444,0.00077828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002071196,0.001347325,0.9500938,0.0002667266,0.008949387,0.000539973,0.00006959663,0.0002852455,0.02981025,0.000091065,0.0002404719,0.008099036],"study_design_scores_gemma":[0.001095895,0.00007099914,0.7929649,0.002366339,0.06306604,0.000009956075,0.0004321397,0.001660238,0.1376352,0.0001224457,0.000102805,0.0004729822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8823705,0.1119549,0.002118897,0.001331275,0.000752055,0.0005396713,0.0001297036,0.0001014979,0.0007014602],"genre_scores_gemma":[0.9865592,0.001841819,0.01070523,0.00009603096,0.0004951667,0.00009958937,0.0001144867,0.00007908194,0.0000094106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571288,"threshold_uncertainty_score":0.9997331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04326200776231184,"score_gpt":0.3497027620349217,"score_spread":0.3064407542726099,"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."}}