{"id":"W4313460612","doi":"10.1136/lupus-2022-lupus21century.66","title":"1101 Urine complement activation products in lupus nephritis","year":2022,"lang":"en","type":"article","venue":"Innate Immunity","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lupus nephritis; Medicine; Proteinuria; Complement system; Urine; Renal biopsy; Creatinine; Internal medicine; Kidney; Gastroenterology; Pathology; Biopsy; Immunology; Antibody; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184582,0.0001276421,0.0002791026,0.0003368332,0.0002312811,0.000017348,0.0002325786,0.00003194639,0.0009078865],"category_scores_gemma":[0.0003048534,0.0001292125,0.00003860291,0.0008827103,0.00005095643,0.00009504707,0.0004836743,0.0007530025,0.00003677736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007807284,"about_ca_system_score_gemma":0.0002161047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812613,"about_ca_topic_score_gemma":0.00005519935,"domain_scores_codex":[0.9979168,0.0004386211,0.0003831352,0.0002357337,0.0006675933,0.0003581069],"domain_scores_gemma":[0.9989892,0.00009394033,0.00008993491,0.0006177718,0.0001430383,0.00006617469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001627962,0.002566401,0.6814328,0.001718166,0.0001848425,0.0004385409,0.01066322,0.0001104669,0.2597132,0.0009626401,0.02337298,0.0172088],"study_design_scores_gemma":[0.02785902,0.002658714,0.331282,0.001525467,0.00006542818,0.02727604,0.02185739,0.001270238,0.132149,0.001465429,0.45142,0.001171292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906228,0.0003224456,0.000008873104,0.003632202,0.0003334453,0.001121035,0.00001620817,0.00007083024,0.003872138],"genre_scores_gemma":[0.9970575,0.00005072794,0.0001666205,0.0002336899,0.00006984182,0.000288091,0.0001598703,0.00002754972,0.001946113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428047,"threshold_uncertainty_score":0.994072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04848904631696875,"score_gpt":0.3157713248204185,"score_spread":0.2672822785034497,"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."}}