{"id":"W4410512993","doi":"10.3899/jrheum.2025-0390.pv267","title":"REAL-WORLD EXPERIENCE OF EFFECTIVENESS OF NONMEDICAL SWITCH FROM ORIGINATOR TO BIOSIMILAR RITUXIMAB AND BETWEEN BIOSIMILARS IN CONNECTIVE TISSUE DISEASES AND VASCULITIS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosimilar; Medicine; Rituximab; Vasculitis; Connective tissue; Immunology; Intensive care medicine; Internal medicine; Pathology; Lymphoma; Disease","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":[0.005697152,0.00019147,0.0003528135,0.0004915996,0.0005599898,0.001219825,0.0004763715,0.0006068034,0.001893819],"category_scores_gemma":[0.01937861,0.0001797522,0.0005094378,0.0006616549,0.0005600965,0.0008253263,0.0007964036,0.0006489002,0.0003337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608301,"about_ca_system_score_gemma":0.0008124413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280187,"about_ca_topic_score_gemma":0.002634115,"domain_scores_codex":[0.9945273,0.003061147,0.0005910988,0.0006331056,0.0006903445,0.0004969156],"domain_scores_gemma":[0.9829457,0.005890026,0.007419474,0.0006300841,0.001014733,0.002099907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005899699,0.002031213,0.9543911,0.0001638877,0.0002551896,0.0008786083,0.002156396,0.0004531389,0.0006414811,0.0001375646,0.001022444,0.03196921],"study_design_scores_gemma":[0.0006239241,0.01684549,0.969115,0.000143553,0.0002850077,0.002958276,0.003441162,0.001675042,0.000967621,0.0001767299,0.003680773,0.00008740656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986077,0.0004462592,0.00007733571,0.0001049742,0.000007304188,0.0000254266,0.0001995807,0.000002623636,0.0005289195],"genre_scores_gemma":[0.9994091,0.0001881978,0.0001001335,0.00006254791,0.00002069446,0.00001679668,0.0001404632,0.000002297857,0.00005979524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005697152,"threshold_uncertainty_score":0.03012973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104412974089897,"score_gpt":0.3126655893757405,"score_spread":0.3022242919667508,"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."}}