{"id":"W4410513056","doi":"10.3899/jrheum.2025-0390.pv233","title":"THE ASSOCIATION BETWEEN TRAUMA AND QUALITY OF LIFE IN SLE.","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Association (psychology); Quality of life (healthcare); Quality (philosophy); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01540324,0.00004694273,0.0003896866,0.0001051504,0.0003738372,0.00000283573,0.0002212751,0.0001529556,0.0000137054],"category_scores_gemma":[0.006797289,0.00002454439,0.00003129925,0.0001877397,0.00008276854,0.00003251635,0.00006109991,0.0009563348,0.000005867209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107111,"about_ca_system_score_gemma":0.0007066404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318697,"about_ca_topic_score_gemma":0.001783184,"domain_scores_codex":[0.9943201,0.003970474,0.00115432,0.00004327257,0.0002034819,0.0003083796],"domain_scores_gemma":[0.9815485,0.01722848,0.0008036795,0.0001241624,0.0002212811,0.00007391082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001838506,0.00001004991,0.9880661,0.0001907788,0.00004079674,8.705554e-8,0.001525219,0.000001029924,0.000008560442,0.003632304,0.003327297,0.003013888],"study_design_scores_gemma":[0.001039281,0.00004840247,0.987987,0.0002033769,0.000009796201,0.000001605588,0.001982019,0.00001184948,0.000006864785,0.004398814,0.004289982,0.0000210281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682317,0.001117289,0.00007905358,0.02890534,0.0003252662,0.0001653869,0.00000218577,0.000002488493,0.001171307],"genre_scores_gemma":[0.9970709,0.002140375,0.00001442809,0.0002668867,0.00001234111,0.000002655933,2.543295e-7,0.000003031586,0.0004891237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02883922,"threshold_uncertainty_score":0.8137481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08519397939916426,"score_gpt":0.4775882715201001,"score_spread":0.3923942921209359,"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."}}