{"id":"W4411415265","doi":"10.1016/j.ard.2025.06.160","title":"POS0803 A LONGITUDINAL ANALYSIS OF OUTCOMES OF SYSTEMIC LUPUS ERYTHEMATOSUS PATIENTS COMMENCING ANTIMALARIAL MEDICATION USING A MULTISTATE MODEL APPROACH","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Simon Fraser University","funders":"","keywords":"Medicine; Hydroxychloroquine; Dermatology; Lupus erythematosus; Antimalarial Agent; Chloroquine; Intensive care medicine; Internal medicine; Immunology; Malaria; Disease; Coronavirus disease 2019 (COVID-19); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005727699,0.0007563301,0.0009514078,0.001053556,0.0007014852,0.001098731,0.001413455,0.0008167455,0.00490026],"category_scores_gemma":[0.005847604,0.0005200783,0.002213496,0.001004334,0.0003352616,0.0004219323,0.001145329,0.001378269,0.0004655558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461412,"about_ca_system_score_gemma":0.003134529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08846253,"about_ca_topic_score_gemma":0.06878071,"domain_scores_codex":[0.9984181,0.0009652458,0.00005417955,0.0002731209,0.00009357209,0.000195799],"domain_scores_gemma":[0.9963087,0.002171733,0.0004967851,0.0003030023,0.0003560255,0.0003636315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003297158,0.0008914816,0.8768395,0.0001162328,0.002647704,0.0004594049,0.0002248164,0.09309752,0.0005384894,0.00244169,0.003614676,0.01583147],"study_design_scores_gemma":[0.0002853963,0.001263335,0.1401865,0.00004985768,0.0008906588,0.0001655935,0.0002664912,0.8538448,0.0001509183,0.001512365,0.001344621,0.00003928897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878283,0.0002887968,0.007241473,0.0004327806,0.0000479498,0.00006302077,0.003287117,0.00009187894,0.0007187949],"genre_scores_gemma":[0.9925784,0.0001282827,0.003038892,0.0000644206,0.00002551803,0.000141613,0.002737086,0.00001285489,0.001272779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08846253,"threshold_uncertainty_score":0.1758953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331251560337177,"score_gpt":0.3603103302187369,"score_spread":0.2969978146153652,"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."}}