{"id":"W2570372704","doi":"10.1016/j.chest.2016.06.023","title":"Use of Palliative Care in Patients With End-Stage COPD and Receiving Home Oxygen","year":2016,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Memorial Hospital; Vancouver General Hospital; University Health Network; University of British Columbia","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Medicine; Interquartile range; Exacerbation; COPD; Palliative care; Referral; Retrospective cohort study; Cohort; Internal medicine; Emergency medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003804867,0.0001415873,0.0004065863,0.0005835237,0.0005576906,0.0008079397,0.0002978469,0.0007213428,0.003148029],"category_scores_gemma":[0.005010474,0.000167064,0.0008404944,0.0009551552,0.000243568,0.0008080443,0.0005997499,0.0008462561,0.0001349531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518096,"about_ca_system_score_gemma":0.0007465755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006419666,"about_ca_topic_score_gemma":0.01284875,"domain_scores_codex":[0.999432,0.0001862649,0.00009539319,0.00005663849,0.0001013308,0.000128195],"domain_scores_gemma":[0.9977726,0.0006133573,0.00102153,0.00004356086,0.0001315122,0.0004173494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631391,0.0001042734,0.9962627,0.00003865614,0.00007937627,0.0002066551,0.0002203217,0.00004357611,0.00004695391,0.00004461361,0.0001165816,0.002573116],"study_design_scores_gemma":[0.00001781251,0.0001802228,0.9976302,0.00004769703,0.00006240057,0.0004876791,0.001050295,0.000193123,0.00001779223,0.00007309621,0.0002325544,0.000007130831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967027,0.0011281,0.00002604109,0.0003679862,0.00001826978,0.00001109488,0.0002602558,0.000001415274,0.001484061],"genre_scores_gemma":[0.9988883,0.0005860805,0.00004422051,0.00008890813,0.00003183077,0.000007199206,0.0001997402,7.789764e-7,0.0001529288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006419666,"threshold_uncertainty_score":0.01276457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803324947052886,"score_gpt":0.2832007109283969,"score_spread":0.255167461457868,"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."}}