{"id":"W4412166587","doi":"10.1017/cjn.2025.10171","title":"D.6 Changes in intravenous or subcutaneous immunoglobulin usage before and after efgartigimod initiation in patients with Myasthenia Gravis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myasthenia gravis; Medicine; Antibody; Intravenous Immunoglobulins; Immunology","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":[0.0004232575,0.0001638658,0.0002834715,0.0005112786,0.0002938778,0.000571469,0.0002164906,0.0003208089,0.002612143],"category_scores_gemma":[0.001238297,0.000125952,0.000465524,0.0005227156,0.0001667361,0.0003213462,0.0002769993,0.00037603,0.0004123657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612138,"about_ca_system_score_gemma":0.0003145369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563081,"about_ca_topic_score_gemma":0.003743535,"domain_scores_codex":[0.9996568,0.0000503318,0.0000507858,0.00008945973,0.00007247066,0.00008017359],"domain_scores_gemma":[0.9991732,0.0001082453,0.0004952324,0.00003658731,0.00004522408,0.0001414035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001965324,0.00002963821,0.9982184,0.000007794341,0.00002324946,0.00006707071,0.00002386131,0.00001425333,0.00008812496,0.000004274838,0.00006078787,0.001265867],"study_design_scores_gemma":[0.00001597202,0.000250718,0.9989773,0.000008502657,0.00002544448,0.0003966461,0.00006418868,0.00008065281,0.00004368072,0.000007657681,0.0001269558,0.000002212313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987626,0.0002127651,0.00002303258,0.00002570326,0.000005320302,0.000007309182,0.000428203,0.000002605029,0.0005323977],"genre_scores_gemma":[0.9994432,0.00004969411,0.0000318425,0.00002451694,0.000007668372,0.000006916442,0.0003159372,7.453335e-7,0.0001195007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612143,"threshold_uncertainty_score":0.008738518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104623500505312,"score_gpt":0.2367341308971116,"score_spread":0.2256878958920585,"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."}}