{"id":"W3112939916","doi":"10.1002/alz.040893","title":"Variation in retinal microvascular parameters is associated with mild cognitive impairment and Alzheimer’s disease","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Dementia; Confounding; Cognition; Medicine; Retinal; Audiology; Logistic regression; Montreal Cognitive Assessment; Cognitive decline; Internal medicine; Cardiology; Gerontology; Disease; Psychology; Ophthalmology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133317,0.0002124208,0.0003360456,0.00009559858,0.00006994797,0.00004755205,0.00005656649,0.00004545298,0.00009746815],"category_scores_gemma":[0.00006217323,0.0001823162,0.0001197256,0.0003637403,0.00009036739,0.0001067349,0.00004188342,0.0001769191,0.00002145389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008264567,"about_ca_system_score_gemma":0.00006590774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911443,"about_ca_topic_score_gemma":0.000008146217,"domain_scores_codex":[0.998525,0.0001093288,0.0002841851,0.0004665572,0.0003337988,0.0002811418],"domain_scores_gemma":[0.9992558,0.00005256063,0.0001296343,0.0001428026,0.000108816,0.0003104344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002783062,0.001024992,0.8839616,0.00004336374,0.08793315,0.0008752331,0.005643836,0.0000388427,0.001903141,0.00002084289,0.002603306,0.01316864],"study_design_scores_gemma":[0.004826831,0.0005867623,0.8596088,0.000365869,0.1234536,0.00001198522,0.0003662712,0.005776681,0.004342169,0.00003242595,0.0002188191,0.0004097384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525802,0.03884029,0.0003365561,0.007481211,0.00002347148,0.0005528021,0.00002169007,0.00005921641,0.0001045795],"genre_scores_gemma":[0.9947037,0.0001269761,0.001063335,0.003889435,0.00003086274,0.00003052539,0.0001254995,0.00002657314,0.000003135546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04212348,"threshold_uncertainty_score":0.743464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676289373855184,"score_gpt":0.2673839083413816,"score_spread":0.2406210146028298,"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."}}