{"id":"W2925126723","doi":"10.1016/j.ekir.2019.03.004","title":"Clinical Value of Complement Activation Biomarkers in Overt Diabetic Nephropathy","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Hôpital Maisonneuve-Rosemont; Montreal Clinical Research Institute; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Proteinuria; Renal function; Internal medicine; Diabetic nephropathy; Complement system; Glomerulonephritis; Factor H; Endocrinology; Urinary system; Lupus nephritis; Membranous nephropathy; Immunology; Kidney; Disease; Immune system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006378929,0.0001128656,0.0002568479,0.0001757158,0.00001846212,0.000007640614,0.0001700412,0.00007753483,0.004203088],"category_scores_gemma":[0.0006981043,0.0001098584,0.000126587,0.00008750625,0.00006414476,0.00009567659,0.0001260935,0.00009976146,0.0001353067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157077,"about_ca_system_score_gemma":0.0001627543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002312149,"about_ca_topic_score_gemma":0.000006236252,"domain_scores_codex":[0.9982021,0.0001668228,0.001023328,0.0003122495,0.000128943,0.000166507],"domain_scores_gemma":[0.9988016,0.0002050976,0.0005281303,0.0003173895,0.0001109065,0.00003682898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009392861,0.00031011,0.9153135,0.00002728412,0.0003592838,0.00001435921,0.00004647454,0.00001546397,0.06231534,0.00130268,0.01931682,0.0008847272],"study_design_scores_gemma":[0.00149734,0.0001124264,0.8789532,0.0003072482,0.00002349087,0.00004428012,0.00009734459,0.00007633543,0.01664291,0.0007271921,0.1013595,0.0001588403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876704,0.00006957063,0.0000697007,0.0005865674,0.00326219,0.0004604677,0.00005445021,0.0000233384,0.007803299],"genre_scores_gemma":[0.9983817,0.000008502353,0.00008819302,0.0003744085,0.00003325714,0.00002633357,0.0005713159,0.000009842554,0.000506451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08204263,"threshold_uncertainty_score":0.9967072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661977435040173,"score_gpt":0.3121928476279413,"score_spread":0.2955730732775396,"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."}}