{"id":"W4411077989","doi":"10.1002/mus.28450","title":"<scp>MGBase</scp>: A Global, Observational Registry for Collaborative Research in Myasthenia Gravis","year":2025,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"CSL Limited; Argenx; Alexion Pharmaceuticals; Monash University; Biogen","keywords":"Medicine; Myasthenia gravis; Disease registry; Thymectomy; Observational study; Patient registry; Cohort; Internal medicine; Clinical trial; Interim analysis; Family medicine; Disease; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124301,0.0002132624,0.000428246,0.0002481228,0.0002036755,0.00007975236,0.0002551929,0.0001976581,0.00003394434],"category_scores_gemma":[0.0009941537,0.0001975028,0.0001425834,0.00228493,0.0001567282,0.0001025389,0.0001148179,0.0003597151,0.00003171925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463289,"about_ca_system_score_gemma":0.0009189185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000381455,"about_ca_topic_score_gemma":0.000380804,"domain_scores_codex":[0.9976567,0.0001797629,0.0004609679,0.0005512117,0.0005400702,0.000611292],"domain_scores_gemma":[0.9976831,0.0006590523,0.00009292027,0.0005554531,0.000843896,0.0001655859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008494267,0.001566157,0.2121236,0.001052556,0.0002742583,0.0004393143,0.001655734,0.0000396343,0.007215953,0.356204,0.3949395,0.02363988],"study_design_scores_gemma":[0.004597716,0.0005006556,0.5300924,0.0006223533,0.00004962477,0.00001300558,0.002241347,0.0006265265,0.0007698571,0.02824124,0.432135,0.0001102961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664946,0.00108321,0.0003080444,0.007045909,0.0002352622,0.001534039,0.0003446315,0.00006612139,0.02288818],"genre_scores_gemma":[0.9845588,0.00003524283,0.003160502,0.0009785293,0.0002497073,0.0005304954,0.0002760029,0.00002982865,0.0101809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279628,"threshold_uncertainty_score":0.8053932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129622445127804,"score_gpt":0.3981748856273821,"score_spread":0.2852126411146018,"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."}}