{"id":"W4297534080","doi":"10.47363/jone/2022(2)119","title":"Cystatin C and Chronic Complications of Diabetes Mellitus in a Subsaharian Population","year":2022,"lang":"en","type":"article","venue":"Journal of Nephrology & Endocrinology Research","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystatin C; Renal function; Internal medicine; Creatinine; Diabetes mellitus; Retinopathy; Nephropathy; Gastroenterology; Diabetic nephropathy; Diabetic retinopathy; Type 2 diabetes; Population; Endocrinology; Proteinuria; Kidney","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":[0.0004263074,0.0002887589,0.0002510872,0.0009526777,0.0006109239,0.00050218,0.000191254,0.0003993022,0.001190425],"category_scores_gemma":[0.0009484938,0.0002398341,0.0003273327,0.001304188,0.000241096,0.0003264084,0.0003096446,0.0004287871,0.0001465267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132617,"about_ca_system_score_gemma":0.0004237641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01874131,"about_ca_topic_score_gemma":0.01567154,"domain_scores_codex":[0.9997732,0.0000544036,0.00002458522,0.00004237158,0.00004751397,0.00005790758],"domain_scores_gemma":[0.9996419,0.00004594597,0.0001377794,0.00002052354,0.00005468972,0.00009920431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003869434,0.00002390918,0.9993704,0.000003819701,0.00002406574,0.00005961107,0.00004966329,0.000005520296,0.00007175506,0.000005728622,0.00002196016,0.0003249597],"study_design_scores_gemma":[0.000003637513,0.0000547417,0.9994848,0.000003376443,0.00001938083,0.0001814772,0.0001363073,0.00003583177,0.0000114578,0.0000080077,0.00005976881,0.000001230377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994817,0.0002001421,0.00001736385,0.00003075402,0.000003941582,0.000004559574,0.00007006659,7.241327e-7,0.0001907539],"genre_scores_gemma":[0.999575,0.0001508667,0.00003407001,0.0000240878,0.000009711138,0.000005654385,0.0001071065,4.673761e-7,0.00009307097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874131,"threshold_uncertainty_score":0.03726447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922736977719897,"score_gpt":0.381791119881866,"score_spread":0.332563750104667,"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."}}