{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01099645,0.0007115012,0.001281715,0.004326951,0.000967732,0.002670217,0.00196351,0.0009622882,0.01827712],"category_scores_gemma":[0.03252333,0.0005372426,0.0007695555,0.009764119,0.0005573274,0.00229814,0.003636488,0.0010147,0.005037416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278699,"about_ca_system_score_gemma":0.00766368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009840267,"about_ca_topic_score_gemma":0.01116501,"domain_scores_codex":[0.9915427,0.002564071,0.002628544,0.001507958,0.001325392,0.0004312891],"domain_scores_gemma":[0.9444699,0.008603047,0.02315243,0.009930535,0.007091347,0.006752732],"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":[0.006708794,0.0002076393,0.326015,0.003823494,0.001158222,0.0005258864,0.001088079,0.000845118,0.001435839,0.007104161,0.578907,0.07218076],"study_design_scores_gemma":[0.003669708,0.0005393506,0.7059396,0.002328214,0.0006361173,0.0009615359,0.0003004399,0.001240422,0.0007917008,0.00184005,0.2816486,0.0001043595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.07132842,0.001908899,0.004754284,0.003139101,0.0002376641,0.004666318,0.8986539,0.001401636,0.01390975],"genre_scores_gemma":[0.1335199,0.0008701156,0.01808114,0.001756532,0.0005612903,0.01065359,0.8304837,0.0004463358,0.003627445],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01827712,"threshold_uncertainty_score":0.06114304,"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."}}