{"id":"W4410715582","doi":"10.3899/jrheum.2025-0390.pt015","title":"FEASIBILITY AND USABILITY OF A CLINICAL DECISION SUPPORT SYSTEM FOR TREAT-TO-TARGET IN SYSTEMIC LUPUS ERYTHEMATOSUS: THE T2T-SLE PILOT STUDY","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":"","funders":"","keywords":"Medicine; Usability; Physical therapy; Lupus erythematosus; Systemic therapy; Internal medicine; Immunology; Antibody; Human–computer interaction","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":[0.02513279,0.0009197614,0.001173905,0.0007540657,0.00114546,0.001556556,0.00107822,0.001221064,0.003259007],"category_scores_gemma":[0.041425,0.000766284,0.001205841,0.0004748382,0.001277929,0.001659803,0.001502973,0.001432388,0.000627831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141722,"about_ca_system_score_gemma":0.003098404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866536,"about_ca_topic_score_gemma":0.00269104,"domain_scores_codex":[0.9841512,0.01176859,0.001207537,0.0009218844,0.001235415,0.0007153568],"domain_scores_gemma":[0.962418,0.02633199,0.002598591,0.00216397,0.003599909,0.002887639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08358451,0.4904491,0.1953252,0.002820566,0.0008776665,0.001303465,0.04696966,0.005050393,0.0149035,0.0005729155,0.005458585,0.1526844],"study_design_scores_gemma":[0.04368323,0.6925014,0.222403,0.0002607467,0.0005119767,0.0004201913,0.01275073,0.01405113,0.00838337,0.0003446035,0.004390264,0.0002993446],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955076,0.00001263443,0.0004151957,0.00007077445,0.00001544128,0.003618969,0.000100745,0.00001799247,0.0002405906],"genre_scores_gemma":[0.973872,0.00008830907,0.009196499,0.0002928186,0.0000877615,0.0155774,0.0003054039,0.0000212444,0.0005586276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02513279,"threshold_uncertainty_score":0.1329165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06846620438206535,"score_gpt":0.4002285994641934,"score_spread":0.3317623950821281,"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."}}