{"id":"W1971690756","doi":"10.1002/mus.23236","title":"Predictors of response to immunomodulation in patients with myasthenia gravis","year":2011,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Myasthenia gravis; Plasmapheresis; Medicine; Logistic regression; Internal medicine; Odds ratio; Electromyography; Placebo; Multivariate analysis; Immunology; Antibody; Pathology; Physical medicine and rehabilitation","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":[0.0006997628,0.0002276929,0.0005379964,0.000269378,0.0002853952,0.0003070069,0.0001331169,0.0004133362,0.001274779],"category_scores_gemma":[0.002183574,0.0001049073,0.000295705,0.0002842151,0.0001982995,0.0001919147,0.000183373,0.0003836757,0.000171505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162046,"about_ca_system_score_gemma":0.0001749184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083513,"about_ca_topic_score_gemma":0.0003878667,"domain_scores_codex":[0.9996599,0.0001493766,0.00003995149,0.00004914037,0.00005114232,0.00005049176],"domain_scores_gemma":[0.9986184,0.0006977082,0.0004016066,0.00003427398,0.00005687351,0.000191096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001145832,0.00008297616,0.9941608,0.00002381239,0.00005914084,0.000100115,0.00004349898,0.00008716858,0.0005239181,0.000006092894,0.00006974364,0.003696921],"study_design_scores_gemma":[0.0001472986,0.001300362,0.9969701,0.00001130352,0.00006818476,0.0006833966,0.00007426847,0.0003374905,0.000202701,0.00002804252,0.000172738,0.000004130579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993733,0.0004030982,0.00002932695,0.00003761381,0.000003072836,0.000006364447,0.00003944289,0.000001692574,0.0001061707],"genre_scores_gemma":[0.9997708,0.00005167339,0.0000399312,0.00001766458,0.00001081755,0.000007670564,0.00006435691,4.011976e-7,0.00003660685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274779,"threshold_uncertainty_score":0.004264534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114362107011277,"score_gpt":0.2096849292192436,"score_spread":0.1982487185181158,"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."}}