{"id":"W2902201807","doi":"10.2337/dc18-1809","title":"Retinopathy and RAAS Activation: Results From the Canadian Study of Longevity in Type 1 Diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre; University Health Network; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of Toronto; Diabetes Canada; Novo Nordisk; Thrasher Research Fund; Intarcia Therapeutics; American Diabetes Association; Sanofi; GlaxoSmithKline; Horizon Pharma; Juvenile Diabetes Research Foundation United States of America; Canadian Diabetes Association; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Internal medicine; Retinopathy; Arterial stiffness; Type 2 diabetes; Renal function; Blood pressure; Kidney disease; Cardiology; Ophthalmology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001828509,0.0004552007,0.000503617,0.001234299,0.001628365,0.0006948333,0.0009446987,0.0004965033,0.001854662],"category_scores_gemma":[0.003225072,0.000245964,0.0007688162,0.003399939,0.0002742467,0.0002180172,0.0007147333,0.0007906002,0.0002406713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00459302,"about_ca_system_score_gemma":0.005456365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9219478,"about_ca_topic_score_gemma":0.9416195,"domain_scores_codex":[0.9988608,0.0001210714,0.00008203687,0.0001765302,0.0005348691,0.0002246656],"domain_scores_gemma":[0.9970257,0.0001573077,0.0006436565,0.0001252247,0.001408947,0.0006393487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549376,0.00003503983,0.9959785,0.00003567798,0.0001292084,0.00003095887,0.0001195772,0.00004528799,0.00006949794,0.00002431014,0.0007493847,0.002627495],"study_design_scores_gemma":[0.000006955449,0.00001153675,0.9995205,0.00001192603,0.00003507027,0.00001839754,0.00005659253,0.00004476407,0.000008500704,0.000006114663,0.0002761886,0.000003448481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748799,0.004020146,0.0001847102,0.0005163454,0.00004131121,0.0001069786,0.01597643,0.0000181485,0.004256098],"genre_scores_gemma":[0.9922965,0.001213492,0.000286023,0.0001285771,0.00002556456,0.00003081543,0.005272545,0.000005350054,0.0007410388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07805216,"threshold_uncertainty_score":0.1570236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755897279695999,"score_gpt":0.2635961291767243,"score_spread":0.2460371563797643,"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."}}