{"id":"W2554494091","doi":"10.1111/resp.12944","title":"Frailty is common and strongly associated with dyspnoea severity in fibrotic interstitial lung disease","year":2016,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC; British Columbia Lung Association; Boehringer Ingelheim","keywords":"Medicine; DLCO; Internal medicine; Interstitial lung disease; Vital capacity; Cronbach's alpha; Frailty syndrome; Diffusing capacity; Frailty Index; Cardiology; Physical therapy; Lung; Lung function","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251498,0.0001823145,0.0003717329,0.000116226,0.00005215392,0.00001078928,0.0000819478,0.0001367678,0.0002824843],"category_scores_gemma":[0.0001468124,0.000120928,0.00006974949,0.00009791164,0.0002767954,0.0001064361,0.00008296024,0.0001775566,0.00001344318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686251,"about_ca_system_score_gemma":0.0001216882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009985947,"about_ca_topic_score_gemma":0.0001042982,"domain_scores_codex":[0.9987305,0.0001297893,0.0002402879,0.0003633865,0.0001638795,0.0003720941],"domain_scores_gemma":[0.9991957,0.0001311499,0.00007496602,0.0002515844,0.00004984695,0.0002967729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03445387,0.0005094649,0.9533669,0.0002148622,0.0001905252,0.001418944,0.0001946026,0.00000342564,0.002450711,0.0008402234,0.002176936,0.004179494],"study_design_scores_gemma":[0.004078186,0.003762051,0.9873222,0.0009903555,0.0002246055,0.00005211471,0.00002887445,0.001436035,0.00006326993,0.0004542962,0.001340824,0.000247208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932407,0.0003723352,0.0001435747,0.004809706,0.00008776938,0.0003223393,0.0001661207,0.00004774806,0.0008097046],"genre_scores_gemma":[0.9982812,0.00003588339,0.0000174707,0.001021465,0.00010113,0.00002438078,0.00002641972,0.00002214052,0.0004699567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03395524,"threshold_uncertainty_score":0.4931301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215559421264688,"score_gpt":0.2668617370052388,"score_spread":0.2547061427925919,"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."}}