{"id":"W4399155656","doi":"10.3390/nu16111715","title":"Nutraceuticals for Diabetic Retinopathy: Recent Advances and Novel Delivery Systems","year":2024,"lang":"en","type":"article","venue":"Nutrients","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Health and Medical Research Fund; Food and Health Bureau","keywords":"Nutraceutical; Medicine; Context (archaeology); Clinical trial; Diabetic retinopathy; Population; Intensive care medicine; Diabetes mellitus; Pharmacology; Internal medicine; Biology; Endocrinology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009680534,0.0006663149,0.0007555197,0.001172391,0.0002333071,0.0009512129,0.0004671158,0.001091054,0.002053929],"category_scores_gemma":[0.0006087117,0.0003335302,0.0006435423,0.0008810931,0.0004490573,0.001352805,0.0006408151,0.001888663,0.0009042335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748296,"about_ca_system_score_gemma":0.0004697967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006393697,"about_ca_topic_score_gemma":0.0009593958,"domain_scores_codex":[0.999805,0.00003561709,0.00002040398,0.00005038181,0.00006446563,0.00002409212],"domain_scores_gemma":[0.9996992,0.0001127251,0.00005858931,0.00001144214,0.00008632636,0.00003174207],"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":[0.0004618563,0.0005352274,0.0005587427,0.0164188,0.0001830856,0.0005527136,0.0002214601,0.0009305565,0.08699816,0.01270826,0.01319223,0.8672389],"study_design_scores_gemma":[0.0001391426,0.002019286,0.001880758,0.002251797,0.0003700215,0.00185946,0.0001772261,0.001544253,0.03865832,0.007159792,0.9438326,0.0001073302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002600186,0.9924151,0.001953133,0.0009769894,0.0002436843,0.00002264957,0.00003532003,0.00002460267,0.00172842],"genre_scores_gemma":[0.01514359,0.9779679,0.003542069,0.0009487665,0.0004203522,0.00005541957,0.00009449914,0.00001118266,0.001816201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002053929,"threshold_uncertainty_score":0.006871045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682209543307161,"score_gpt":0.3176910745870833,"score_spread":0.2908689791540117,"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."}}