{"id":"W2809150196","doi":"10.2337/db18-62-or","title":"Contemporary Prevalence of Diabetic Neuropathy in Type 1 Diabetes (T1D)—Findings from the T1D Exchange","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 1 diabetes; Confounding; Internal medicine; Peripheral neuropathy; Demography; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001025947,0.0002382144,0.0003229115,0.001450685,0.0005554111,0.0008923749,0.0005581324,0.0003557573,0.001630263],"category_scores_gemma":[0.001609052,0.0001844075,0.0002990179,0.002167836,0.0001765619,0.0007164078,0.0009828556,0.0004577002,0.0002707059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270279,"about_ca_system_score_gemma":0.0002151458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006973834,"about_ca_topic_score_gemma":0.006599271,"domain_scores_codex":[0.9994639,0.0001008153,0.00008319909,0.000117755,0.0001874523,0.00004705925],"domain_scores_gemma":[0.9986508,0.0001230911,0.0007701017,0.0000675096,0.0001842414,0.0002041283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008771158,0.00003926469,0.9972143,0.00002091462,0.0000397989,0.00005105711,0.00009746935,0.00001851386,0.0001122486,0.00001457099,0.0002185723,0.002085519],"study_design_scores_gemma":[0.000002683248,0.00004346759,0.9993758,0.000008049825,0.00001244701,0.0001864814,0.0001215004,0.0000432152,0.00001416109,0.00001016613,0.0001799126,0.000002201558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956517,0.0006493506,0.000127654,0.00006214445,0.000009806645,0.00002944165,0.001448824,0.00001163685,0.002009389],"genre_scores_gemma":[0.9970023,0.0004437254,0.0003259338,0.0000810901,0.0000365675,0.00005122005,0.001767969,0.00000438394,0.0002867217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006973834,"threshold_uncertainty_score":0.01386648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561603850568434,"score_gpt":0.2528060511311251,"score_spread":0.2271900126254408,"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."}}