{"id":"W4410513222","doi":"10.3899/jrheum.2025-0390.pv201","title":"CLINICAL PROFILES AND OUTCOMES OF PURE VERSUS MIXED PROLIFERATIVE AND MEMBRANOUS LUPUS NEPHRITIS: A STUDY FROM A TERTIARY CENTER","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lupus nephritis; Center (category theory); Internal medicine; Nephritis; Immunology; Pathology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020716,0.0003099325,0.0005518232,0.001494955,0.0009828119,0.000879351,0.0005098797,0.0004185901,0.002404253],"category_scores_gemma":[0.002794518,0.0003313803,0.0003699143,0.001966817,0.0004754694,0.0008316281,0.001169792,0.0004977759,0.0004521986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252273,"about_ca_system_score_gemma":0.0009128607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845237,"about_ca_topic_score_gemma":0.007955625,"domain_scores_codex":[0.999017,0.0002078531,0.0001570904,0.0002459688,0.0001817833,0.0001903417],"domain_scores_gemma":[0.9973176,0.0004510502,0.001079841,0.0001543154,0.0002783772,0.000718837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004289753,0.00003178517,0.9988577,0.000006986059,0.00001296433,0.000132159,0.0001973188,0.00001344496,0.0001060125,0.00000945513,0.00005911402,0.0005302981],"study_design_scores_gemma":[0.00001140417,0.0001406176,0.9974832,0.00001389268,0.00001730024,0.0008602286,0.001153041,0.0001116403,0.00005012245,0.00001647107,0.0001355183,0.000006499997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994276,0.00007906731,0.0000452042,0.0000308575,0.000002011937,0.00001065456,0.0001843166,0.000001724301,0.0002186094],"genre_scores_gemma":[0.9995214,0.0000637284,0.00005741607,0.00004591363,0.00001137623,0.00001268988,0.0002379396,0.000002250405,0.0000472534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004845237,"threshold_uncertainty_score":0.009634078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685232601316449,"score_gpt":0.3500431801447698,"score_spread":0.3231908541316053,"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."}}