{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007373256,0.0002608449,0.00031868,0.001231351,0.0003676356,0.0005691376,0.0003994965,0.000466723,0.002141354],"category_scores_gemma":[0.003533956,0.0002106668,0.000278611,0.0008379359,0.0003067319,0.0002744633,0.0003942098,0.0003627794,0.0001781133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562565,"about_ca_system_score_gemma":0.0001416231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005715026,"about_ca_topic_score_gemma":0.004229998,"domain_scores_codex":[0.9995787,0.000107508,0.00005296251,0.0001079322,0.00009705409,0.00005595044],"domain_scores_gemma":[0.9973225,0.0007624552,0.00118373,0.000181115,0.0002887885,0.0002613643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00028703,0.00002926129,0.9970204,0.00001489439,0.00008974658,0.00010278,0.00004841169,0.00003931184,0.0004880573,0.0000188342,0.00005409364,0.001807209],"study_design_scores_gemma":[0.000002106336,0.0000336679,0.9996184,0.000002212542,0.00001133554,0.0001439675,0.00002564765,0.00007119002,0.00004239493,0.00001708385,0.00003024445,0.00000163236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991143,0.0003430583,0.00008350172,0.0000180218,0.000003632532,0.000004045609,0.0001009997,0.000004631874,0.0003277385],"genre_scores_gemma":[0.9997228,0.00003638769,0.00006053571,0.000005189805,0.000004737265,0.000002749207,0.00006849827,7.953315e-7,0.00009817334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005715026,"threshold_uncertainty_score":0.01136351,"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."}}