{"id":"W4385639521","doi":"10.1136/lupus-2023-kcr.225","title":"LP-208 Mesangial lupus nephritis: long term outcomes","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Lupus nephritis; Medicine; Proteinuria; Renal function; Kidney disease; Internal medicine; Renal biopsy; Urology; Creatinine; Gastroenterology; Biopsy; Nephropathy; Kidney; Disease; Endocrinology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009311781,0.0002134036,0.0002983422,0.0005554471,0.0006759121,0.0007428582,0.000357623,0.0006433378,0.002024732],"category_scores_gemma":[0.001769616,0.00009159483,0.000457785,0.0008345247,0.0002869495,0.0007220333,0.0006578085,0.0009412353,0.000389963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377667,"about_ca_system_score_gemma":0.0005877748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713085,"about_ca_topic_score_gemma":0.00443286,"domain_scores_codex":[0.9995773,0.00008300476,0.00004092612,0.00005588819,0.00008687624,0.0001559735],"domain_scores_gemma":[0.9976134,0.0002120662,0.001157514,0.00008882269,0.0001799441,0.0007483205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006102816,0.0001809001,0.989755,0.00004425887,0.0001224995,0.0003693067,0.00005495167,0.00008167957,0.0001051581,0.00005212473,0.0004194798,0.008204401],"study_design_scores_gemma":[0.00002609946,0.0004563327,0.9977248,0.00003758806,0.0001167126,0.0006459915,0.000103106,0.0001422015,0.00005067745,0.0001707361,0.0005159653,0.000009686426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938465,0.002651542,0.0000826036,0.0003536297,0.00002790969,0.00001413244,0.001090686,0.000007315995,0.001925741],"genre_scores_gemma":[0.9982898,0.0004457216,0.0000388769,0.000077833,0.00008105989,0.00001162537,0.0006649861,0.000001505556,0.0003886055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003713085,"threshold_uncertainty_score":0.007382929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979980612698541,"score_gpt":0.3531403460634278,"score_spread":0.3033405399364423,"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."}}