{"id":"W4362465771","doi":"10.1371/journal.pone.0283110","title":"Mapping EQ5D utilities from forced vital capacity and diffusing capacity in fibrotic interstitial lung disease","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Centre Hospitalier de l’Université de Montréal; McGill University; University of Calgary; University of Toronto; Centre for Advancing Health Outcomes; McMaster University; St. Paul's Hospital; University of British Columbia","funders":"Lung Foundation Australia; F. Hoffmann-La Roche; Cumming School of Medicine, University of Calgary; Boehringer Ingelheim; AstraZeneca; Pulmonary Fibrosis Foundation; Canadian Pulmonary Fibrosis Foundation; CHEST Foundation","keywords":"Vital capacity; DLCO; Diffusing capacity; Pulmonary function testing; Interstitial lung disease; Idiopathic pulmonary fibrosis; Medicine; Cohort; Lung; Internal medicine; Lung function","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01008894,0.0009098059,0.000623459,0.001619183,0.0003232972,0.001174084,0.0008544779,0.0005360811,0.001708426],"category_scores_gemma":[0.0271171,0.0002934478,0.00130081,0.00137261,0.0003745302,0.0007733248,0.001593943,0.001200558,0.0004667108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333383,"about_ca_system_score_gemma":0.001728063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02371613,"about_ca_topic_score_gemma":0.01255573,"domain_scores_codex":[0.9970782,0.001898883,0.0001318462,0.0003658745,0.0003787473,0.0001465731],"domain_scores_gemma":[0.9937543,0.004410977,0.0007092446,0.0003990304,0.0006041238,0.0001223164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003999877,0.0002789582,0.4803652,0.0001614242,0.0006303159,0.0001351054,0.0003978576,0.3946021,0.0005323543,0.004232599,0.00317428,0.1150897],"study_design_scores_gemma":[0.00005403221,0.0003340766,0.1177487,0.0001079756,0.0001119376,0.0001652445,0.0001853703,0.8719274,0.0007725112,0.006407157,0.002132307,0.00005315193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930274,0.0007155763,0.1991075,0.0007645187,0.0000524137,0.0003482946,0.002278046,0.000347004,0.003359271],"genre_scores_gemma":[0.9672959,0.0001769405,0.03037232,0.00006845346,0.000009597466,0.0001583823,0.001240529,0.0000290508,0.0006486893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371613,"threshold_uncertainty_score":0.05335611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07996726536213854,"score_gpt":0.2361046837415643,"score_spread":0.1561374183794258,"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."}}