{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042421,0.00007045137,0.0004265864,0.001165938,0.0001388051,0.000005527005,0.0001576761,0.00003787583,0.0001425098],"category_scores_gemma":[0.0001950196,0.00006356688,0.00007726499,0.0005609938,0.0003530658,0.00005054325,0.0001352016,0.001050041,0.000002291627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567533,"about_ca_system_score_gemma":0.0001662956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168669,"about_ca_topic_score_gemma":0.00006219605,"domain_scores_codex":[0.9978871,0.0007379439,0.0005163827,0.0001554709,0.0003195838,0.0003835388],"domain_scores_gemma":[0.9988409,0.0004228728,0.0002137237,0.0001804328,0.000264632,0.00007739123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003263635,0.0003834002,0.8547741,0.00007551712,0.0002615399,0.0003512852,0.000422827,0.0002004057,0.130035,0.002295911,0.001090019,0.009783578],"study_design_scores_gemma":[0.001921521,0.002123589,0.9829215,0.00003206116,0.00009262788,0.001682393,0.0005931965,0.001378065,0.0006232652,0.003077442,0.005497633,0.00005668067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773543,0.004618533,0.00002122383,0.0176822,0.00002842638,0.0001211607,0.00000421431,0.000004221629,0.000165708],"genre_scores_gemma":[0.9987683,0.0004876164,0.0003722816,0.0002119913,0.00005773181,0.00001835964,0.00001051735,0.000008504153,0.00006465796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294118,"threshold_uncertainty_score":0.4561964,"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."}}