{"id":"W4410512927","doi":"10.3899/jrheum.2025-0390.pv173","title":"THE USE OF POLYSIMPTOMATIC DISTRESS SCALE IN A MULTICENTRIC COHORT OF SLE PATIENTS TO IDENTIFY PATIENTS WITH HIGH LEVELS TYPE 2 SYMPTOMS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Distress; Internal medicine; Cohort study; Scale (ratio); Physical therapy; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008746302,0.0003907685,0.0004491722,0.0009996478,0.0004819409,0.0005018856,0.0003729622,0.0005211502,0.001534554],"category_scores_gemma":[0.00140157,0.0002002894,0.0005945312,0.0007102323,0.0002048482,0.0005801758,0.0006374272,0.0004705494,0.0002840201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729711,"about_ca_system_score_gemma":0.000280821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218006,"about_ca_topic_score_gemma":0.001717758,"domain_scores_codex":[0.999479,0.0001400092,0.0000760906,0.0001545514,0.00007498433,0.00007533382],"domain_scores_gemma":[0.9990107,0.00009529824,0.000519483,0.00006543023,0.00009786047,0.0002111694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002252118,0.00006746151,0.998602,0.000007904417,0.00002727912,0.00006249942,0.00004939177,0.00002116631,0.0002035573,0.000004363481,0.0000375598,0.0006916146],"study_design_scores_gemma":[0.00002445852,0.0005429446,0.9987139,0.000003612418,0.00002341705,0.0003177143,0.0001239853,0.0001322497,0.00004657112,0.000007320691,0.00005979589,0.000004186583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994364,0.00008006653,0.00005396812,0.00001581926,0.000003524641,0.00002583459,0.0002103056,0.000001410618,0.0001725931],"genre_scores_gemma":[0.9992992,0.00004295014,0.0001178765,0.00001777281,0.00001432374,0.0000419308,0.0003801093,0.000001013539,0.00008488724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534554,"threshold_uncertainty_score":0.005133569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176578965472935,"score_gpt":0.2650202253642035,"score_spread":0.2532544357094741,"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."}}