{"id":"W4410715763","doi":"10.3899/jrheum.2025-0390.o064","title":"SUBOPTIMAL MEDICATION USE AND WORSE PERIPARTUM OUTCOMES IN WOMEN WITH LUPUS COMPARED TO THE GENERAL POPULATION","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":"University of Alberta","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Population; Lupus erythematosus; Obstetrics; Physical therapy; Internal medicine; Disease; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004150403,0.0002121239,0.0003031135,0.000859149,0.0008037856,0.000888918,0.0006091389,0.0004699308,0.002058143],"category_scores_gemma":[0.00192656,0.0002687551,0.000343644,0.001804637,0.0005139151,0.0002843252,0.0005189513,0.0006067221,0.0001856632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376081,"about_ca_system_score_gemma":0.001617311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4085864,"about_ca_topic_score_gemma":0.3563758,"domain_scores_codex":[0.9995858,0.00006179389,0.00002849742,0.0001038082,0.00008425434,0.0001358138],"domain_scores_gemma":[0.9992864,0.00008777874,0.0003062599,0.00004708604,0.00007439702,0.0001980544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004848063,0.00001371757,0.9990897,0.000003727489,0.00001892143,0.00003459498,0.00008280555,0.00001596645,0.00003561728,0.00001286474,0.0001056983,0.0005379324],"study_design_scores_gemma":[0.000004602663,0.00002613581,0.999554,0.000005256883,0.00001247716,0.00005783594,0.0001787867,0.00006441184,0.000008969975,0.00001168673,0.00007427153,0.000001590368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984816,0.000287997,0.00002244109,0.00008476693,0.000006142346,0.000006619613,0.0006231737,0.000002721888,0.0004845433],"genre_scores_gemma":[0.9990771,0.0001809098,0.00003582408,0.00005361373,0.000008554621,0.000006149721,0.0004354022,0.000001353402,0.0002010532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4085864,"threshold_uncertainty_score":0.8124164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271843425399854,"score_gpt":0.3143833493622353,"score_spread":0.2916649151082367,"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."}}