{"id":"W4411365741","doi":"10.1177/09612033251352709","title":"Immunosuppressive therapy withdrawal in lupus nephritis, is it possible?: A systematic review","year":2025,"lang":"en","type":"review","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lupus nephritis; Discontinuation; Internal medicine; Observational study; Proteinuria; Randomized controlled trial; Systemic lupus erythematosus; Kidney; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00160581,0.001336724,0.01151568,0.001225633,0.0001208316,0.0001487079,0.001299754,0.0009591899,0.0007832471],"category_scores_gemma":[0.001388358,0.0009191383,0.001754483,0.002493298,0.0001621893,0.0001601539,0.0003818804,0.001735867,0.00101679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154176,"about_ca_system_score_gemma":0.002671989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014673,"about_ca_topic_score_gemma":0.00003249585,"domain_scores_codex":[0.9908139,0.001574978,0.00347925,0.001345174,0.00159783,0.001188907],"domain_scores_gemma":[0.9937507,0.001328127,0.001130482,0.003037823,0.0004120103,0.0003408456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004438854,0.0001409355,0.0001067708,0.8871511,0.0008579687,0.0007034949,0.0004698232,9.538457e-9,3.289433e-7,0.0000274306,0.08817775,0.02231995],"study_design_scores_gemma":[0.001272307,0.000105448,1.108176e-7,0.6236783,0.0016294,0.03452193,0.0001311012,0.000001733515,0.000001130719,0.00001080857,0.338221,0.0004267693],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004131353,0.9693856,0.000004882931,0.000519814,0.003330365,0.01999948,0.0000992635,0.000120806,0.006535609],"genre_scores_gemma":[0.000001017179,0.8734663,0.00007308764,0.001424663,0.0001815304,0.004757373,0.0002167495,0.0001743739,0.1197049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2634729,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775272228987001,"score_gpt":0.3706477547534637,"score_spread":0.3328950324635936,"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."}}