{"id":"W2304062703","doi":"10.2337/dc16-0102","title":"Commonly Measured Clinical Variables Are Not Associated With Burden of Complications in Long-standing Type 1 Diabetes: Results From the Canadian Study of Longevity in Diabetes","year":2016,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Glycemic; Retinopathy; Nephropathy; Internal medicine; Type 1 diabetes; Type 2 diabetes; Creatinine; Complication; Eye examination; Kidney disease; Surgery; Visual acuity; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00171735,0.0003009462,0.0005377269,0.0008876451,0.00201094,0.001083666,0.0008058018,0.002611383,0.004781948],"category_scores_gemma":[0.007881209,0.000184114,0.0003541839,0.0022221,0.000603735,0.0003136864,0.0002564332,0.001718256,0.001426929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003917761,"about_ca_system_score_gemma":0.004711783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5278573,"about_ca_topic_score_gemma":0.6571183,"domain_scores_codex":[0.9974711,0.000295117,0.0002985354,0.0002158364,0.001359149,0.0003603307],"domain_scores_gemma":[0.9926029,0.001310362,0.0006783257,0.0002382179,0.004492053,0.0006781472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005336897,0.0001150111,0.71539,0.0001506386,0.0001026473,0.005246928,0.0006489391,0.00009883344,0.0003409772,0.0004943141,0.2323624,0.0445155],"study_design_scores_gemma":[0.0001548456,0.00008928659,0.8969148,0.0003981164,0.000129548,0.005232316,0.001547792,0.0006325112,0.0001535928,0.000584767,0.09408925,0.00007328366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.399822,0.01489274,0.0007032767,0.4038816,0.008253227,0.0003644283,0.01585427,0.0001496165,0.1560788],"genre_scores_gemma":[0.8168559,0.009284293,0.001112665,0.1294765,0.009274816,0.0001101753,0.004917749,0.00008672122,0.0288811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5278573,"threshold_uncertainty_score":0.9498465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808137146230369,"score_gpt":0.2641259096087308,"score_spread":0.2360445381464271,"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."}}