{"id":"W4281695668","doi":"10.1111/resp.14301","title":"Clinical relevance of rheumatoid factor and anti‐citrullinated peptides in fibrotic interstitial lung disease","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Université de Montréal; McGill University; University of Calgary; University of Toronto; St. Paul's Hospital; McMaster University; University of British Columbia","funders":"Boehringer Ingelheim","keywords":"Medicine; Interstitial lung disease; Internal medicine; Vital capacity; Rheumatoid arthritis; Hypersensitivity pneumonitis; Hazard ratio; Idiopathic pulmonary fibrosis; Gastroenterology; Proportional hazards model; Usual interstitial pneumonia; Rheumatoid factor; Connective tissue disease; Rheumatology; Immunosuppression; Lung; Diffusing capacity; Disease; Autoimmune disease; Confidence interval","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":[0.001503199,0.0002190601,0.0002758695,0.000465412,0.0002089998,0.0004148307,0.0003590646,0.000444566,0.001798435],"category_scores_gemma":[0.004990621,0.0001408227,0.0003800415,0.000453362,0.000333025,0.0003101879,0.0002396174,0.0005173129,0.0001815829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454268,"about_ca_system_score_gemma":0.0002631033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006194418,"about_ca_topic_score_gemma":0.0005626077,"domain_scores_codex":[0.9993616,0.0002858789,0.00007244077,0.0001023445,0.00011496,0.00006285989],"domain_scores_gemma":[0.9948274,0.002338924,0.001967024,0.0001920768,0.000238509,0.0004360624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002164541,0.00001582589,0.9973374,0.00001605787,0.00002939872,0.0002010554,0.00001200485,0.00004527913,0.0001365595,0.00001329456,0.00004318077,0.001933504],"study_design_scores_gemma":[0.00001540031,0.0001367839,0.9970713,0.00001311535,0.00005340302,0.002014497,0.00003656885,0.000298974,0.00008257579,0.00004766893,0.0002264358,0.000003178446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931012,0.00539914,0.0001884868,0.0002463066,0.00002653,0.000007083521,0.0001749828,0.000006447817,0.0008498061],"genre_scores_gemma":[0.9994501,0.0002594493,0.00006450841,0.00002406452,0.00004941817,0.000001797267,0.00007628574,8.119838e-7,0.00007351246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001798435,"threshold_uncertainty_score":0.007949769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588188144414122,"score_gpt":0.3092548493029421,"score_spread":0.2933729678588009,"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."}}