{"id":"W2969322277","doi":"10.1177/1177271919870472","title":"Serum Metabolomic Profiles of Rheumatoid Arthritis Patients With Acute-Onset Diffuse Interstitial Lung Disease","year":2019,"lang":"en","type":"article","venue":"Biomarker Insights","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIH Clinical Center; Chugai Pharmaceutical; Pfizer Japan; Nakatomi Foundation; Eisai Canada; Teijin Pharma; Daiichi-Sankyo; Japan Agency for Medical Research and Development; Japan Research Foundation for Clinical Pharmacology; Abbott Japan; Japan Society for the Promotion of Science; Mitsui Sumitomo Insurance Welfare Foundation; Ono Pharmaceutical; Bristol-Myers Squibb; Takeda Science Foundation","keywords":"Medicine; Metabolomics; Internal medicine; Rheumatoid arthritis; Gastroenterology; Univariate analysis; Confidence interval; Interstitial lung disease; Exacerbation; Lung; Multivariate analysis; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002887286,0.000375002,0.0002915421,0.0006648378,0.0002120381,0.0003750753,0.00008231438,0.0002701138,0.0006920093],"category_scores_gemma":[0.0007415388,0.00007975397,0.0002196001,0.0005140339,0.0001277303,0.0001368996,0.0002071749,0.0001947825,0.0001540064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414354,"about_ca_system_score_gemma":0.0001210167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008864453,"about_ca_topic_score_gemma":0.001187955,"domain_scores_codex":[0.9997726,0.00006179541,0.00003563068,0.00005249943,0.00004786546,0.00002954189],"domain_scores_gemma":[0.9997663,0.00004096924,0.0001036818,0.0000123496,0.00003947473,0.00003726715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001892098,0.0001294928,0.9466239,0.00008006555,0.0002019046,0.0006453936,0.0001583414,0.0002359928,0.03501464,0.00003234737,0.0001516019,0.01483429],"study_design_scores_gemma":[0.00002598789,0.0008004665,0.9929038,0.0000129928,0.00009395683,0.001466987,0.0002074356,0.0008955332,0.003166609,0.0000489928,0.000368567,0.000008614324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981772,0.0007907315,0.0004057108,0.00003713361,0.000007394227,0.00001300286,0.0002326602,0.00001138691,0.0003248371],"genre_scores_gemma":[0.9992167,0.0001200005,0.0003235171,0.00002137036,0.000005674113,0.000005806688,0.0001768575,0.000001076555,0.0001288454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008864453,"threshold_uncertainty_score":0.002314985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004582744211286555,"score_gpt":0.2091687733254981,"score_spread":0.2045860291142116,"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."}}