{"id":"W4400422182","doi":"10.1002/art.42860","title":"2023 American College of Rheumatology (<scp>ACR</scp>)/American College of Chest Physicians (<scp>CHEST</scp>) 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 & Rheumatology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":125,"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; Rheumatology; Population; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003756988,0.0005001992,0.00225327,0.0006436509,0.0001565488,0.00001720871,0.0003466435,0.0001127993,0.000005888008],"category_scores_gemma":[0.001031419,0.0004224309,0.0003768876,0.001357887,0.001804117,0.0001952138,0.00019727,0.0003177111,0.000002170802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009456755,"about_ca_system_score_gemma":0.0004770161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379745,"about_ca_topic_score_gemma":0.0004086817,"domain_scores_codex":[0.996135,0.0002370363,0.001789402,0.0006902521,0.0004126731,0.0007356136],"domain_scores_gemma":[0.9949676,0.002967225,0.0008618494,0.0005908494,0.0003526622,0.0002597824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003305644,0.001161284,0.9346283,0.01910721,0.002125109,0.0006829305,0.003314111,0.0006343386,0.002002515,0.007456463,0.007751975,0.0178301],"study_design_scores_gemma":[0.01787843,0.01716946,0.4871348,0.1274255,0.004387252,0.007018819,0.1225149,0.2077087,0.001405375,0.0008178562,0.00549845,0.001040426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502192,0.03866181,0.004676164,0.000680687,0.0005080674,0.001494434,0.003628948,0.00009496546,0.00003575339],"genre_scores_gemma":[0.9879605,0.00986093,0.001473113,0.00003432575,0.00003883398,0.0003416472,0.0001326191,0.00010161,0.00005645428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4474935,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006926176060189259,"score_gpt":0.251642680882775,"score_spread":0.2447165048225857,"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."}}