{"id":"W2037418383","doi":"10.3109/0886022x.2013.823778","title":"Vascular disease in early stage of diabetic nephropathy","year":2013,"lang":"en","type":"letter","venue":"Renal Failure","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"Thailand Research Fund","keywords":"Medicine; Diabetic nephropathy; Vascular disease; Diabetes mellitus; Renal function; Nephropathy; Internal medicine; Kidney disease; Disease; Macrovascular disease; Cardiology; Urology; Endocrinology; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001114155,0.0003558597,0.0008394814,0.0003261509,0.00002360394,0.00002650176,0.0001923512,0.0007543757,0.0009663727],"category_scores_gemma":[0.00009905563,0.0002620774,0.0005050455,0.0002747518,0.0001087271,0.00006290881,0.00005619903,0.00116369,0.0002477166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008778954,"about_ca_system_score_gemma":0.0002460393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004291304,"about_ca_topic_score_gemma":0.000002908686,"domain_scores_codex":[0.9976767,0.0001476554,0.0005887722,0.0004579156,0.0007154604,0.0004134837],"domain_scores_gemma":[0.9985482,0.00007651263,0.0002389841,0.0007489003,0.0001308137,0.0002566668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005585275,0.00015519,0.0297312,0.003204896,0.0003954289,0.001460711,0.0001327948,0.00002068292,0.001997856,0.000009824313,0.9625018,0.0003337227],"study_design_scores_gemma":[0.00355714,0.0002751002,0.2034287,0.02010232,0.001409099,0.00001236238,0.0000743516,0.0001266957,0.0002481254,0.00004803489,0.7699599,0.0007581941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85289,0.0164424,0.00001015442,0.1281085,0.0002800856,0.001555921,0.0002832905,0.00007994146,0.0003497045],"genre_scores_gemma":[0.7615306,0.002241728,0.0002618706,0.2017931,0.005866108,0.0004247361,0.00165586,0.0003651055,0.02586089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192542,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045962759404921,"score_gpt":0.2157836792148425,"score_spread":0.2053240516207933,"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."}}