{"id":"W2998029694","doi":"10.1007/s11306-019-1625-z","title":"Metabolomic profile overlap in prototypical autoimmune humoral disease: a comparison of myasthenia gravis and rheumatoid arthritis","year":2020,"lang":"en","type":"article","venue":"Metabolomics","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Myasthenia gravis; Metabolomics; Rheumatoid arthritis; Metabolome; Immunology; Autoimmune disease; Medicine; Chemistry; Antibody; Internal medicine; Biology; Bioinformatics","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":[0.0002237773,0.0002985584,0.0004414999,0.001453646,0.0002151637,0.0005604278,0.0001295279,0.0003360635,0.001073837],"category_scores_gemma":[0.00047147,0.0001006026,0.0003358785,0.00100143,0.0001546771,0.0001967855,0.0004293351,0.0002255615,0.0001557627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019121,"about_ca_system_score_gemma":0.0001327376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007606768,"about_ca_topic_score_gemma":0.0009666737,"domain_scores_codex":[0.9997652,0.00004454822,0.00002666435,0.00006200156,0.00005403676,0.00004760167],"domain_scores_gemma":[0.9997219,0.00005422801,0.00009761527,0.00001836636,0.0000482387,0.00005954248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008126756,0.0001557772,0.3144828,0.0003245184,0.0005692139,0.00165281,0.0003506973,0.0001674997,0.6414338,0.0001896296,0.0003313543,0.032215],"study_design_scores_gemma":[0.00002763667,0.0005888445,0.9779326,0.00002083636,0.000205778,0.003189488,0.0003571117,0.0003328306,0.01618227,0.0001926777,0.0009542451,0.00001581877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966653,0.001473995,0.00052062,0.00007376824,0.00001641462,0.00001433077,0.0006866556,0.00001507371,0.0005338612],"genre_scores_gemma":[0.9980488,0.0004518368,0.0005437944,0.00007931143,0.0000233736,0.00001215504,0.0006020258,0.000006092073,0.0002325836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001453646,"threshold_uncertainty_score":0.003592372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554524496328203,"score_gpt":0.2622004634849791,"score_spread":0.246655218521697,"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."}}