{"id":"W4410513220","doi":"10.3899/jrheum.2025-0390.pv174","title":"WORK OUTCOMES AND PREDICTORS OF EARLY WORK CESSATION IN INDIVIDUALS LIVING WITH SYSTEMIC LUPUS ERYTHEMATOSUS: INSIGHTS FROM THE CANADIAN CANIOS COHORT","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Cohort; Cohort study; Systemic lupus erythematosus; Internal medicine; Physical therapy; Gerontology; Disease","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":[0.001172166,0.0005152802,0.0004813223,0.001664614,0.002360105,0.001206525,0.001316091,0.0006352112,0.002484592],"category_scores_gemma":[0.002491892,0.0002921985,0.0006984716,0.003990479,0.0003890299,0.0003843984,0.001171209,0.0008448803,0.0003732989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008186183,"about_ca_system_score_gemma":0.01014243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9669334,"about_ca_topic_score_gemma":0.9713238,"domain_scores_codex":[0.9990429,0.00005583594,0.00004275084,0.0001576508,0.0003376918,0.0003631954],"domain_scores_gemma":[0.9986472,0.00008056129,0.0002788549,0.00007278134,0.0005475329,0.0003732157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009336454,0.0000419098,0.9946344,0.00002736779,0.00005499097,0.00005280755,0.0003532557,0.00005150792,0.0000681315,0.00007381125,0.001611619,0.002936941],"study_design_scores_gemma":[0.000009015484,0.00001775728,0.9985751,0.00002127638,0.00002631289,0.00004033007,0.0004064968,0.0001047304,0.00001057343,0.00001953826,0.0007615425,0.00000730675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812944,0.0009835217,0.0000972405,0.000555262,0.00001971905,0.00007773937,0.01356323,0.000009454657,0.003399306],"genre_scores_gemma":[0.991326,0.0007721341,0.0001544572,0.000142494,0.00002158038,0.00005543329,0.006728754,0.000006605766,0.0007923269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9669334,"threshold_uncertainty_score":0.06652266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006060511773004733,"score_gpt":0.1973620105767296,"score_spread":0.1913014988037249,"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."}}