{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008946054,0.0004956798,0.000664504,0.0007482626,0.0002580962,0.0009851322,0.0002777348,0.0005471741,0.000753107],"category_scores_gemma":[0.002886958,0.0002301091,0.0004956699,0.001014506,0.0001778518,0.0004131107,0.0004749623,0.0008590398,0.0001390408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938383,"about_ca_system_score_gemma":0.0003521869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307725,"about_ca_topic_score_gemma":0.002905446,"domain_scores_codex":[0.9994197,0.0001837294,0.00006497495,0.0001313229,0.0001201884,0.00008010017],"domain_scores_gemma":[0.9971203,0.0005060974,0.001619884,0.00006515568,0.0003718943,0.0003167161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290111,0.00002941798,0.9981157,0.00001905627,0.00004807071,0.00002512905,0.000020826,0.00003619564,0.000184526,0.0000103718,0.00004997495,0.001331792],"study_design_scores_gemma":[0.00001174976,0.0001637791,0.9988788,0.00002231513,0.00007500537,0.0001693181,0.00007437654,0.0002240007,0.0001619039,0.00002130643,0.0001942399,0.00000324056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966186,0.002327456,0.0002353547,0.00008324232,0.0000136094,0.00001304366,0.0004463391,0.000006247581,0.0002560684],"genre_scores_gemma":[0.9979879,0.0006653743,0.0005934495,0.00006502074,0.00002232072,0.00002032437,0.0004696728,0.000002448966,0.0001735099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00307725,"threshold_uncertainty_score":0.006118655,"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."}}