{"id":"W4393104281","doi":"10.1177/14799731241240786","title":"Clinical implications of frailty assessed in hospitalized patients with acute-exacerbation of interstitial lung disease","year":2024,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; University Health Network; Toronto General Hospital; University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research; University of Toronto; Temerty Faculty of Medicine, University of Toronto; Canadian Pulmonary Fibrosis Foundation; Pulmonary Fibrosis Foundation","keywords":"Medicine; Internal medicine; Interstitial lung disease; Exacerbation; Comorbidity; Retrospective cohort study; Idiopathic pulmonary fibrosis; Lung transplantation; Cohort; Transplantation; Physical therapy; Intensive care medicine; Lung","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":[0.0001668706,0.0002211269,0.0004493009,0.0002295027,0.00003682634,0.00002161424,0.000164112,0.0000871777,0.0001912974],"category_scores_gemma":[0.0001447162,0.0001826402,0.0003477304,0.0003575899,0.0003150567,0.000267187,0.00006757596,0.0002138542,0.000008993985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624225,"about_ca_system_score_gemma":0.002244211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450559,"about_ca_topic_score_gemma":0.000004453719,"domain_scores_codex":[0.9979582,0.0001162052,0.0008107921,0.000490298,0.0003752133,0.0002493357],"domain_scores_gemma":[0.9983705,0.00008738075,0.0001832263,0.0005834226,0.0002366692,0.0005387707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02005481,0.00309715,0.9555318,0.004768687,0.0005193716,0.0003965597,0.00006808504,0.0001197382,0.0005101486,0.003473337,0.003141288,0.008319024],"study_design_scores_gemma":[0.003467835,0.002046878,0.9850016,0.002466825,0.001120584,5.664542e-7,0.000008870326,0.003155313,0.00002654192,0.0001854418,0.00229878,0.0002207952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915149,0.003912274,0.001461577,0.0004115879,0.0003020676,0.001072573,0.0009907311,0.00006841611,0.0002658785],"genre_scores_gemma":[0.9988617,0.00009001247,0.0000496301,0.0001885765,0.0002057456,0.000116406,0.0003986428,0.00004213566,0.00004719497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946977,"threshold_uncertainty_score":0.744785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824589345661724,"score_gpt":0.3389538211920513,"score_spread":0.3207079277354341,"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."}}