{"id":"W2156800020","doi":"10.2337/diabetes.55.03.06.db05-0937","title":"Retinal Hemodynamics in Early Diabetic Macular Edema","year":2006,"lang":"en","type":"article","venue":"Diabetes","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Medicine; Hemodynamics; Diabetes mellitus; Diabetic retinopathy; Retinal; Blood pressure; Cardiology; Internal medicine; Ophthalmology; Blood flow; Edema; Anesthesia; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005333243,0.0001324614,0.0002284325,0.0000832548,0.00002789483,0.000019733,0.00004902449,0.00005511365,0.00005665647],"category_scores_gemma":[0.00002404891,0.0001126453,0.0001035677,0.0001573412,0.00004532316,0.0000421924,0.00002064681,0.0000784607,0.00009860906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006078224,"about_ca_system_score_gemma":0.00002254837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001030582,"about_ca_topic_score_gemma":0.000005272962,"domain_scores_codex":[0.9990888,0.00002260343,0.0001798879,0.0002089184,0.0001829061,0.0003168372],"domain_scores_gemma":[0.9996235,0.00003095084,0.0000360392,0.0001892704,0.00003024649,0.00008993985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002510109,0.0002815097,0.996569,0.00006203608,0.00002353382,0.0001223289,0.00001550024,0.000007129244,0.001614429,0.0003310543,0.0001118139,0.0008365258],"study_design_scores_gemma":[0.001136694,0.000187903,0.993371,0.0001229478,0.00008980626,0.000001904124,0.00001103879,0.001081265,0.001709651,0.001961406,0.0002161064,0.0001102524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935898,0.0008741018,0.000003680927,0.0002607499,0.00004291217,0.0002183476,0.00001324992,0.00003998101,0.004957179],"genre_scores_gemma":[0.9988363,0.00001215246,0.000276058,0.0001390838,0.00007800881,0.0000311014,0.0001031003,0.00002165188,0.0005025791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005246466,"threshold_uncertainty_score":0.4593541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005184122852243086,"score_gpt":0.2294796031604165,"score_spread":0.2242954803081734,"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."}}