{"id":"W2113127486","doi":"10.1378/chest.12-0830","title":"Barriers to Optimal Palliative Care of Lung Transplant Candidates","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"National Institute on Aging","keywords":"Medicine; Palliative care; Pulmonologists; Advance care planning; Family medicine; Lung transplantation; Transplantation; Abandonment (legal); Intensive care medicine; Nursing; Internal medicine","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":[0.01045484,0.0001961342,0.0004665694,0.0009494319,0.002491206,0.004678071,0.001004241,0.001253408,0.006130527],"category_scores_gemma":[0.06562275,0.0002871395,0.0005091226,0.00120379,0.001101101,0.002295643,0.004890645,0.002878323,0.0003324772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901321,"about_ca_system_score_gemma":0.01702575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787779,"about_ca_topic_score_gemma":0.01437398,"domain_scores_codex":[0.9873016,0.007663248,0.001196498,0.0002781023,0.001382051,0.002178407],"domain_scores_gemma":[0.9588214,0.01895892,0.007776669,0.0005727226,0.002906235,0.01096405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003926419,0.001201682,0.800186,0.00121075,0.0001794042,0.001593559,0.02643253,0.000734045,0.0003563674,0.0133303,0.02396081,0.1304219],"study_design_scores_gemma":[0.0001481298,0.0007245112,0.7559307,0.009216627,0.000170635,0.00422722,0.1661436,0.002220953,0.0006768719,0.02004628,0.04034656,0.0001479124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7826856,0.007120671,0.001329831,0.1876334,0.000577134,0.0002041252,0.0003623903,0.00002126289,0.02006556],"genre_scores_gemma":[0.9927567,0.001796926,0.001116084,0.003437966,0.0002047053,0.0000873569,0.0001057348,0.00001334098,0.0004811864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045484,"threshold_uncertainty_score":0.05529118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184689474716694,"score_gpt":0.3187451619884766,"score_spread":0.3002762145168072,"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."}}