{"id":"W4414753487","doi":"10.1007/s00125-025-06554-9","title":"3D electron microscopy reveals novel ultrastructural changes in the diabetic retinal neurovascular unit","year":2025,"lang":"en","type":"article","venue":"Diabetologia","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Medical Research Council; Newcastle University","keywords":"Ultrastructure; Neurovascular bundle; Electron microscope; Retinal; Retina; Human physiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663905,0.0002655036,0.0001855223,0.0005214966,0.0001800902,0.0004092796,0.0001790785,0.000413015,0.0008652461],"category_scores_gemma":[0.0001912401,0.0001805559,0.0002253822,0.0002039477,0.0003149435,0.0002731927,0.0002649392,0.0003187614,0.0001791388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438856,"about_ca_system_score_gemma":0.0001284082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006881652,"about_ca_topic_score_gemma":0.0009989814,"domain_scores_codex":[0.9998789,0.00001744996,0.00001111933,0.00002879645,0.00004105662,0.00002277965],"domain_scores_gemma":[0.9998419,0.00002193079,0.0000632703,0.00001844867,0.00003336792,0.0000210028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002970157,0.00004397764,0.0068659,0.0001372345,0.00002923927,0.0009092301,0.00009318434,0.0001927246,0.986356,0.0002767723,0.0000627624,0.004735881],"study_design_scores_gemma":[0.00003879279,0.0006393854,0.3143756,0.00007308486,0.0001313505,0.01096527,0.0005168362,0.005213152,0.6632633,0.0005701495,0.004179591,0.00003351245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921305,0.001429243,0.005410082,0.00005875644,0.00001748696,0.00001583131,0.0001946023,0.00005503699,0.0006885728],"genre_scores_gemma":[0.9908926,0.0009156067,0.007035606,0.00004487765,0.000009217035,0.00002023529,0.0001567457,0.00001251463,0.0009126802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008652461,"threshold_uncertainty_score":0.00289458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127347255275621,"score_gpt":0.3023799159506042,"score_spread":0.289645190423042,"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."}}