{"id":"W4391709092","doi":"10.1093/rheumatology/keae076","title":"Lung imaging patterns in connective tissue disease–associated interstitial lung disease impact prognosis and immunosuppression response","year":2024,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Saskatoon Medical Imaging; University of Saskatchewan; Université de Montréal; McMaster University; St. Paul's Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal; McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; University Hospital Foundation; University of British Columbia; United Therapeutics Corporation; Veracyte; University of Toronto; Canadian Pulmonary Fibrosis Foundation; Royal University Hospital Foundation; University of Saskatchewan; AstraZeneca; CSL Behring; Canadian Lung Association; F. Hoffmann-La Roche; Pulmonary Fibrosis Foundation","keywords":"Medicine; Hypersensitivity pneumonitis; Usual interstitial pneumonia; Interstitial lung disease; Immunosuppression; Internal medicine; Idiopathic pulmonary fibrosis; Vital capacity; Hazard ratio; Connective tissue disease; Gastroenterology; Lung; Diffusing capacity; Disease; Autoimmune disease; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001444659,0.0003216064,0.0003024476,0.0005969927,0.0001712528,0.0006063909,0.0002507018,0.0004379521,0.001649052],"category_scores_gemma":[0.004379537,0.0001136151,0.0005185641,0.0004354809,0.0003336469,0.0005519673,0.0003581789,0.0004433782,0.0002394897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564772,"about_ca_system_score_gemma":0.0002076153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008060076,"about_ca_topic_score_gemma":0.00127338,"domain_scores_codex":[0.9991285,0.0004106933,0.00008862175,0.0001463712,0.0001245411,0.0001012219],"domain_scores_gemma":[0.9960648,0.001595879,0.001673624,0.0001446246,0.0002009387,0.0003200654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001975937,0.00001731346,0.9959365,0.00001047513,0.00006736092,0.00005949197,0.00001430078,0.00007969078,0.0003730863,0.000006148775,0.00002561953,0.003212465],"study_design_scores_gemma":[0.000006314032,0.0001497189,0.9984918,0.00001311136,0.00006943147,0.0005021415,0.00003344368,0.0004669408,0.000164713,0.00001901666,0.00008049209,0.000002984065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972062,0.001952997,0.0001978462,0.00008631942,0.00000700288,0.000006175378,0.00009499829,0.000006144355,0.0004423212],"genre_scores_gemma":[0.9996709,0.00009650095,0.000079781,0.00001324405,0.00001223162,0.000001351349,0.00006642612,9.576596e-7,0.00005861653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001649052,"threshold_uncertainty_score":0.007640123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006949591194750786,"score_gpt":0.2966168368711189,"score_spread":0.2896672456763681,"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."}}