{"id":"W4414533980","doi":"10.1093/rheumatology/keaf514","title":"Membranous lupus nephritis: too little, too much!","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"","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":[0.006455588,0.0008199544,0.002094262,0.001769265,0.001119885,0.003946376,0.00115473,0.006140877,0.005237457],"category_scores_gemma":[0.01644302,0.0003695831,0.0006013637,0.0007548705,0.003124318,0.008748018,0.001427223,0.008610426,0.002618599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131638,"about_ca_system_score_gemma":0.002195834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181267,"about_ca_topic_score_gemma":0.004556624,"domain_scores_codex":[0.9975249,0.001071932,0.0003180941,0.0002217415,0.0006796617,0.000183594],"domain_scores_gemma":[0.9852153,0.005994122,0.001021974,0.0007157022,0.004822787,0.002229972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00113106,0.0002309863,0.007827457,0.002501528,0.0003149669,0.002395968,0.0004299692,0.0001259517,0.003241178,0.01076019,0.4457948,0.5252459],"study_design_scores_gemma":[0.0004662239,0.0009164975,0.01259246,0.01026576,0.0007122023,0.01882393,0.00429772,0.0004817908,0.001407005,0.05163371,0.8980586,0.0003441563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002951287,0.4024249,0.0007286772,0.5563805,0.03236955,0.00001648357,0.00006217309,0.0001160206,0.0049504],"genre_scores_gemma":[0.05622368,0.4666011,0.002896929,0.3101603,0.1458482,0.00006985032,0.0001233396,0.0001148367,0.01796186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006455588,"threshold_uncertainty_score":0.03414083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743172832780967,"score_gpt":0.2979591639786182,"score_spread":0.2805274356508085,"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."}}