{"id":"W4412988549","doi":"10.1038/s41598-025-08236-3","title":"Podocyte extracellular vesicles and immune mediators as urinary biomarkers in active lupus nephritis","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade Federal do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Instituto D'Or de Pesquisa e Ensino","keywords":"Lupus nephritis; Extracellular vesicles; Podocyte; Immune system; Immunology; Urinary system; Nephritis; Extracellular vesicle; Medicine; Extracellular; Microvesicles; Cell biology; Cancer research; Chemistry; Biology; Proteinuria; Kidney; Pathology; Internal medicine; Biochemistry; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007957565,0.0002635593,0.000405477,0.001070859,0.0001873071,0.0008339508,0.0001596541,0.0003723595,0.0005649748],"category_scores_gemma":[0.001053402,0.0002001098,0.0002277784,0.0005522385,0.0002321999,0.0004554715,0.0005343823,0.0002987145,0.00009923454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265193,"about_ca_system_score_gemma":0.0001151348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003472023,"about_ca_topic_score_gemma":0.0002718794,"domain_scores_codex":[0.9995977,0.0001315676,0.00007269889,0.00008051602,0.00007627896,0.00004121351],"domain_scores_gemma":[0.9993554,0.000160743,0.00031572,0.00003346086,0.00005981501,0.00007492337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001379444,0.00009132904,0.9467051,0.0001675896,0.0001269271,0.0005567087,0.0003679186,0.0001697069,0.03728241,0.00009852833,0.00005797244,0.01299639],"study_design_scores_gemma":[0.00002283554,0.0006865847,0.9845515,0.0000529974,0.0001485748,0.003104547,0.0004297799,0.00129207,0.008711335,0.0001798791,0.0008037689,0.00001614813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963392,0.002946902,0.0004357906,0.00001441435,0.000004825943,0.000007681989,0.00005675258,0.000004255319,0.0001901451],"genre_scores_gemma":[0.9991739,0.000348718,0.0003135355,0.00001141429,0.000007389142,0.000006115359,0.00005161614,0.000001038656,0.0000860972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001070859,"threshold_uncertainty_score":0.004208386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114429538598497,"score_gpt":0.2846701046891891,"score_spread":0.2732271508293393,"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."}}