{"id":"W3048853649","doi":"10.1111/pedi.13095","title":"Biomarkers associated with early stages of kidney disease in adolescents with type 1 diabetes","year":2020,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Breakthrough T1D Canada; Juvenile Diabetes Research Foundation International; Diabetes UK; Canadian Diabetes Association; British Heart Foundation; Heart and Stroke Foundation of Canada","keywords":"Medicine; Interquartile range; Cystatin C; Renal function; Internal medicine; Type 2 diabetes; Osteopontin; Creatinine; Diabetes mellitus; Type 1 diabetes; Biomarker; Gastroenterology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0001470037,0.0003390263,0.0006374341,0.0002490767,0.00003939896,0.00002929197,0.0001766791,0.00009254237,0.00009615606],"category_scores_gemma":[0.001993114,0.0002574995,0.0001061598,0.001562302,0.0001483062,0.0001860078,0.00006601393,0.0002118271,0.00002538585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000791807,"about_ca_system_score_gemma":0.00126701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000174916,"about_ca_topic_score_gemma":0.000002813723,"domain_scores_codex":[0.997789,0.00007763258,0.0003939864,0.0005000545,0.0005746047,0.0006647615],"domain_scores_gemma":[0.9974076,0.0001004185,0.0002240047,0.000311336,0.0002031717,0.001753439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004577715,0.0005927111,0.9943647,0.00141196,0.0002226863,0.00003892691,0.000119082,0.00001205689,0.0004191284,0.000003045173,0.002202711,0.0001552676],"study_design_scores_gemma":[0.004932291,0.001228868,0.9902002,0.0009670228,0.0009991855,4.380281e-8,0.00003243592,0.0002733681,0.0009396037,0.00001655723,0.0000629815,0.0003474146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950604,0.002886487,7.748975e-7,0.0009687699,0.00005495322,0.0005589807,0.0001710296,0.0001241125,0.0001744821],"genre_scores_gemma":[0.9975232,0.0000964425,0.00004644622,0.001849838,0.0001867138,0.00003381943,0.0001697546,0.00006655778,0.00002720018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00447452,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00921011221073531,"score_gpt":0.2188967294952932,"score_spread":0.2096866172845579,"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."}}