{"id":"W4410715777","doi":"10.3899/jrheum.2025-0390.o040","title":"CLINICAL AND HISTOLOGICAL PREDICTORS OF RENAL FUNCTION LOSS IN LUPUS NEPHRITIS: RESULTS FROM THE ACCELERATING MEDICINES PARTNERSHIP IN RA/SLE NETWORK","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; Renal function; Systemic lupus erythematosus; Internal medicine; Nephritis; Immunology; 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":[0.002281481,0.0001842156,0.0003543597,0.0007264211,0.0003223397,0.0004615781,0.0004498681,0.0002808371,0.001562743],"category_scores_gemma":[0.00464041,0.0001288281,0.0003618395,0.001052975,0.0001845101,0.0005505912,0.00090691,0.0003781907,0.0003469447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564687,"about_ca_system_score_gemma":0.0004418262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004893419,"about_ca_topic_score_gemma":0.008239662,"domain_scores_codex":[0.9990677,0.000371813,0.0001026745,0.0001271821,0.0002140788,0.0001166394],"domain_scores_gemma":[0.9952281,0.00121831,0.002105094,0.0002304601,0.0004829552,0.0007351951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022471,0.00001807197,0.9983801,0.000006631981,0.0000193732,0.00001404862,0.00001836767,0.00005130091,0.00003552426,0.000004757429,0.0001697393,0.001179985],"study_design_scores_gemma":[0.00001160906,0.00009250648,0.9992889,0.000005730931,0.00002193683,0.00009198928,0.00005934054,0.0001696464,0.00003500388,0.000009467975,0.0002115139,0.000002292481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948924,0.0002806363,0.00009660535,0.0001118735,0.00000516367,0.0000212641,0.00366303,0.000006809015,0.0009221977],"genre_scores_gemma":[0.9970824,0.00008442942,0.0001018821,0.00003286119,0.00001463005,0.00001805271,0.002402251,0.000002481038,0.0002609008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004893419,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05117415892067724,"score_gpt":0.3397096985232632,"score_spread":0.2885355396025859,"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."}}