{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496507,0.0001380469,0.000494911,0.0001768998,0.00006697999,0.00000457567,0.0001145846,0.00007339345,0.0003351829],"category_scores_gemma":[0.0003899419,0.0001335383,0.0001528446,0.000151056,0.0002689879,0.00005224151,0.0002151181,0.0003802322,0.000004011073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000685874,"about_ca_system_score_gemma":0.0001528689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000617211,"about_ca_topic_score_gemma":0.000005058119,"domain_scores_codex":[0.9983428,0.0002797246,0.0005704621,0.0003612209,0.0001828639,0.0002630008],"domain_scores_gemma":[0.9991279,0.0002396758,0.000139887,0.0002470166,0.00004405185,0.0002014956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03527146,0.0009578474,0.9479145,0.0007249265,0.0001233036,0.001243326,0.0002654553,0.0001597612,0.00619796,0.001405168,0.001085083,0.004651205],"study_design_scores_gemma":[0.004003922,0.005979506,0.9668067,0.0004394177,0.00009674847,0.0001669821,0.0001770406,0.01287429,0.00007115615,0.0004715795,0.008614494,0.0002981547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953439,0.002750654,0.00004528143,0.0009105882,0.0003100264,0.0003237135,0.0001309712,0.00002823359,0.0001566659],"genre_scores_gemma":[0.998527,0.0006869585,0.00005564585,0.000468105,0.00007399079,0.0000305884,0.00003613405,0.00002000221,0.0001016008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03126754,"threshold_uncertainty_score":0.5445535,"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."}}