{"id":"W4379648450","doi":"10.1136/annrheumdis-2023-eular.3897","title":"AB0531 APPLYING THE WORKING DEFINITION OF THE DISEASE MODIFICATION CRITERIA TO LUPUS NEPHRITIS TREATMENTS FROM THE PUBLISHED LITERATURE","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Alexion Pharmaceuticals; Idorsia Pharmaceuticals; GlaxoSmithKline; Amgen; Pfizer; Genentech; Celgene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Lupus nephritis; Systemic lupus erythematosus; Disease; Intensive care medicine; Pathology","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":[0.008817695,0.0009103453,0.002123814,0.008788858,0.0009496038,0.00306067,0.00182885,0.001532982,0.01365815],"category_scores_gemma":[0.02563638,0.0002967307,0.004694997,0.008808677,0.0004930459,0.001406883,0.001260941,0.002390732,0.003795586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260245,"about_ca_system_score_gemma":0.006471045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005491537,"about_ca_topic_score_gemma":0.01222911,"domain_scores_codex":[0.9868716,0.003200058,0.004506717,0.0007220239,0.004227514,0.0004720252],"domain_scores_gemma":[0.9844865,0.004605213,0.003960211,0.0006526799,0.00575473,0.0005406296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003276469,0.0005461248,0.047569,0.03676685,0.005333233,0.0006025829,0.0003075487,0.0009987964,0.00238331,0.007559924,0.1769717,0.7176845],"study_design_scores_gemma":[0.002933343,0.001173774,0.2368201,0.03413394,0.01137346,0.002196059,0.0005102254,0.001988691,0.002258848,0.01599034,0.6903051,0.0003162185],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05682462,0.5758258,0.03829402,0.02848922,0.01963555,0.008643243,0.08367844,0.0007560331,0.1878531],"genre_scores_gemma":[0.3685599,0.2507279,0.1182931,0.03490014,0.01572272,0.01615819,0.1601322,0.0006911101,0.03481481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01365815,"threshold_uncertainty_score":0.04663295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092578472413767,"score_gpt":0.3543432714515526,"score_spread":0.2450854242101759,"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."}}