{"id":"W95171655","doi":"","title":"Do lupus disease activity measures detect clinically important change?","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Receiver operating characteristic; Internal medicine; Lupus erythematosus; Connective tissue disease; Disease; Autoimmune disease; Immunology; Antibody","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":[0.001952961,0.0002270101,0.0004927258,0.0001350059,0.00008538301,0.00005148471,0.0002291857,0.0001352711,0.000530548],"category_scores_gemma":[0.001239814,0.0001739083,0.0002492519,0.0003133528,0.0001205454,0.0001324564,0.00005934257,0.0003455473,0.0002090171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950974,"about_ca_system_score_gemma":0.0001562391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007040929,"about_ca_topic_score_gemma":0.00002805257,"domain_scores_codex":[0.9968019,0.0002037665,0.0005701776,0.0005481181,0.001031952,0.0008440652],"domain_scores_gemma":[0.9975219,0.0002131799,0.0001212143,0.0008994557,0.0001221868,0.001122113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002330136,0.0001803022,0.473043,0.0002096461,0.00009104647,0.0003394079,0.0001405835,1.730139e-7,0.00004942749,0.000004165181,0.0018125,0.5217996],"study_design_scores_gemma":[0.003789972,0.000153065,0.9536525,0.0001900994,0.0001884831,0.002334045,0.00004574487,0.00009545572,0.000301931,0.0002209824,0.03866087,0.0003668356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861583,0.002225205,0.0000109244,0.001791721,0.0003995794,0.003072819,0.00002646687,0.0001950424,0.006119965],"genre_scores_gemma":[0.9846758,0.001017388,0.00004284587,0.0003733358,0.0007452397,0.004235599,0.000005503991,0.00005476277,0.008849549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5214328,"threshold_uncertainty_score":0.7091775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08713367769664151,"score_gpt":0.3238033276411828,"score_spread":0.2366696499445413,"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."}}