{"id":"W4375851278","doi":"10.1016/j.jcjd.2023.04.018","title":"Diabetes Distress Is Associated With Future Risk of Progression of Diabetic Nephropathy in Adults With Type 2 Diabetes: A Prospective Cohort Study (Diabetes Distress and Care Registry at Tenri [DDCRT23])","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Manpei Suzuki Diabetes Foundation","keywords":"Medicine; Diabetes mellitus; Microalbuminuria; Hazard ratio; Internal medicine; Prospective cohort study; Diabetic nephropathy; Type 2 diabetes; Albuminuria; Proportional hazards model; Distress; United Kingdom Prospective Diabetes Study; Body mass index; Cohort study; Glycated hemoglobin; Confidence interval; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001183707,0.0007408783,0.0007216673,0.0009550101,0.001064913,0.001550631,0.001150551,0.00146687,0.002430328],"category_scores_gemma":[0.002274289,0.001098058,0.001997805,0.002270267,0.0003599864,0.001003201,0.00117666,0.002584795,0.0004064677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007606274,"about_ca_system_score_gemma":0.001043591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06157768,"about_ca_topic_score_gemma":0.07050365,"domain_scores_codex":[0.9989906,0.0002530954,0.0001116625,0.0002691975,0.0001628315,0.0002126557],"domain_scores_gemma":[0.997416,0.0001974445,0.001092038,0.0003341407,0.0003076371,0.0006527718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001501802,0.00007113475,0.9989651,0.000007203778,0.0001803382,0.0000378014,0.00003456969,0.00001828207,0.00006791701,0.00001395602,0.0001593049,0.0002941124],"study_design_scores_gemma":[0.00001693371,0.00005000189,0.9994616,0.000005391275,0.00008871828,0.0000734414,0.00008682569,0.00009207724,0.00001412287,0.00001254468,0.00009190389,0.000006556687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948284,0.0007004666,0.0001442199,0.0001412779,0.0000480241,0.00002999957,0.003064492,0.00001404075,0.001029075],"genre_scores_gemma":[0.9968278,0.0003402515,0.0002324372,0.0001110094,0.00005626101,0.0000401113,0.001739025,0.000007314103,0.0006457894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9384223,"threshold_uncertainty_score":0.1224385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003645225372935113,"score_gpt":0.2156765136738421,"score_spread":0.212031288300907,"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."}}