{"id":"W4411846597","doi":"10.3899/jrheum.2025-0314.workshop1d_01","title":"The Forgotten Costs of SLE: Estimating Indirect Costs in a National SLE Cohort","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Nova Scotia Health Authority; Toronto Western Hospital; University of Manitoba; Dalhousie University; University Health Network; McGill University Health Centre; University of Calgary","funders":"","keywords":"Medicine; Cohort; Cohort study; Immunopathology; Immunology; Internal medicine","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":[0.006710967,0.0006472567,0.0007121304,0.00220624,0.0004633225,0.001337038,0.00120361,0.0007201284,0.001539916],"category_scores_gemma":[0.01535158,0.0005970325,0.002472802,0.001663532,0.0003077381,0.001067033,0.001063811,0.001030664,0.000229526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218572,"about_ca_system_score_gemma":0.001126051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849553,"about_ca_topic_score_gemma":0.01326654,"domain_scores_codex":[0.9977807,0.001137268,0.0002786837,0.0003198206,0.0002881532,0.0001953036],"domain_scores_gemma":[0.9924098,0.002617966,0.003307564,0.0007602754,0.0004965399,0.0004078886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002919658,0.00007164873,0.9946361,0.00001784376,0.0004840717,0.00006991867,0.00003863228,0.001991244,0.00002663936,0.0001047013,0.0001445377,0.002122651],"study_design_scores_gemma":[0.0000594899,0.0003015809,0.9798673,0.00005313694,0.0003823894,0.0003615796,0.0002135301,0.0177236,0.0000600019,0.0003021608,0.0006555663,0.0000195784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957762,0.0002372242,0.001013311,0.00007437009,0.000005534645,0.00008738728,0.002459085,0.000005304743,0.0003415117],"genre_scores_gemma":[0.993032,0.0002573315,0.002146781,0.00004258454,0.00001665827,0.0002356947,0.003882089,0.000007312886,0.000379558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849553,"threshold_uncertainty_score":0.03677577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102545402937997,"score_gpt":0.3087032275803477,"score_spread":0.2976777735509677,"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."}}