{"id":"W4411409949","doi":"10.1016/j.ard.2025.06.1852","title":"ABS0487 RESPONSE TO PLACEBO IN ACTIVE LUPUS NEPHRITIS: A SYSTEMATIC REVIEW AND POOLED ANALYSIS","year":2025,"lang":"en","type":"review","venue":"Annals of the Rheumatic Diseases","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Medicine; Lupus nephritis; Placebo; Internal medicine; Systemic lupus erythematosus; Nephritis; Dermatology; Immunology; Pathology; Alternative medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309704,0.0003125824,0.004424465,0.0006842918,0.00004705407,0.00002422217,0.0002787722,0.0002126654,0.00004496222],"category_scores_gemma":[0.006080087,0.0001700785,0.001026169,0.002266643,0.000217143,0.0000354517,0.0001824402,0.0002454758,0.000006525198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004825374,"about_ca_system_score_gemma":0.0006096272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003030263,"about_ca_topic_score_gemma":0.00001126048,"domain_scores_codex":[0.9963915,0.001269534,0.001304494,0.0003191293,0.0005109981,0.0002043097],"domain_scores_gemma":[0.996269,0.001882299,0.0006597982,0.0007899415,0.0001667841,0.0002322047],"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":[0.0001140152,0.00009752027,0.000001639838,0.8828183,0.002912515,0.00000473028,0.00007036131,5.536974e-7,2.712964e-8,0.00008422448,0.0006887693,0.1132073],"study_design_scores_gemma":[0.0002588578,0.00005088888,0.0003036412,0.9330038,0.06171343,0.00001497157,0.00004320644,0.00001882406,1.315786e-7,0.0002270076,0.004212794,0.000152403],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004344601,0.9882601,0.000010002,0.006983143,0.00006853549,0.004379359,0.000201223,0.00001428422,0.00003988043],"genre_scores_gemma":[0.0004035846,0.9967545,0.00001901153,0.001367324,0.000007385298,0.0004332054,0.00005163073,0.0000166062,0.000946792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1130549,"threshold_uncertainty_score":0.7278871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841828741143281,"score_gpt":0.3862464250211317,"score_spread":0.3478281376096989,"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."}}