{"id":"W4400421909","doi":"10.1002/acr.25347","title":"2023 American College of Rheumatology (ACR)/American College of Chest Physicians (CHEST) Guideline for the Screening and Monitoring of Interstitial Lung Disease in People with Systemic Autoimmune Rheumatic Diseases","year":2024,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; National Scleroderma Foundation; Johns Hopkins University; University of Washington; University of Pennsylvania; Pulmonary Fibrosis Foundation","keywords":"Medicine; Interstitial lung disease; Internal medicine; Guideline; Pulmonary function testing; Undifferentiated connective tissue disease; Physical therapy; Intensive care medicine; Rheumatology; Population; Chest radiograph; Disease; Connective tissue disease; Lung; Pathology; Autoimmune disease","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":[0.0004266757,0.0002165122,0.0009253535,0.0003866139,0.0001320921,0.00001510153,0.0002310824,0.00003994312,0.00001070027],"category_scores_gemma":[0.0003214642,0.000171875,0.0002076877,0.001056663,0.001335718,0.0001141615,0.0001694779,0.0002780756,6.641678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571146,"about_ca_system_score_gemma":0.0005984562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004784441,"about_ca_topic_score_gemma":0.0005376129,"domain_scores_codex":[0.9975037,0.0002073117,0.0008036448,0.0004097687,0.0006072192,0.0004683409],"domain_scores_gemma":[0.9975854,0.0009935123,0.0001989161,0.0004196278,0.000628129,0.0001744334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03205272,0.001072796,0.6857736,0.05033628,0.00158456,0.001281076,0.01101938,0.0006428301,0.006188367,0.004234691,0.003447484,0.2023663],"study_design_scores_gemma":[0.009484038,0.01791294,0.4036534,0.1425895,0.001314155,0.0005045844,0.3186618,0.1019602,0.0009791235,0.0001578406,0.001716979,0.001065364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935515,0.05500475,0.001141824,0.001123973,0.0001690502,0.0016729,0.005308658,0.00003504091,0.00002878955],"genre_scores_gemma":[0.9951574,0.003740967,0.0005677652,0.000008938057,0.00006716998,0.0002844853,0.00008292255,0.0000527372,0.000037566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3076424,"threshold_uncertainty_score":0.7232676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506173319865453,"score_gpt":0.3199099401158224,"score_spread":0.3048482069171679,"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."}}