{"id":"W4409257160","doi":"10.1093/rheumatology/keaf187","title":"Responsive and monophasic lupus nephritis: prevalence, associations and outcomes","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Department of Medicine, Georgetown University; University Health Network Foundation; University of Toronto","keywords":"Medicine; Lupus nephritis; Proteinuria; Proportional hazards model; Internal medicine; Logistic regression; Adverse effect; Cohort; Systemic lupus erythematosus; Retrospective cohort study; Cohort study; Kidney; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041372,0.0002318477,0.0003185299,0.001046895,0.0002294135,0.0005363694,0.0003419088,0.0003082637,0.00142033],"category_scores_gemma":[0.00226941,0.0001668585,0.0002492736,0.001034061,0.0002774585,0.0005144905,0.0005948696,0.0003751355,0.0001954662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171712,"about_ca_system_score_gemma":0.000231693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009562543,"about_ca_topic_score_gemma":0.001180665,"domain_scores_codex":[0.9993338,0.000165945,0.0001097307,0.0001649811,0.0001456709,0.00007986202],"domain_scores_gemma":[0.9961003,0.0004101926,0.002771442,0.0001314005,0.0001577391,0.0004288476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007581056,0.00001742863,0.998427,0.00001652809,0.00002809633,0.00007198424,0.00002439599,0.00002289873,0.0001170081,0.00001018833,0.00002159484,0.001167123],"study_design_scores_gemma":[0.000005647845,0.00009566609,0.9981399,0.00001167321,0.00002055735,0.001346438,0.00009318069,0.0001205223,0.00004929167,0.00003659655,0.00007732667,0.000003250821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987611,0.0006979833,0.00008640069,0.00002247376,0.000001824576,0.000004809833,0.0001954297,0.000003127532,0.0002269849],"genre_scores_gemma":[0.9995783,0.0001472895,0.00004571673,0.000006410794,0.000008538987,0.000002623743,0.0001591045,6.918323e-7,0.00005118371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00142033,"threshold_uncertainty_score":0.00550735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786676781791017,"score_gpt":0.3197034153282025,"score_spread":0.3018366475102923,"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."}}