{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001177209,0.0001095042,0.0002621897,0.00009466993,0.00008303652,0.00002240571,0.0000786105,0.00005239177,0.0008491818],"category_scores_gemma":[0.00005569623,0.00007834452,0.0001068434,0.00009648237,0.000036308,0.00008234775,0.000004238782,0.0002122189,0.00001514729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005391241,"about_ca_system_score_gemma":0.0001758546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004748082,"about_ca_topic_score_gemma":0.00001006461,"domain_scores_codex":[0.9992011,0.00003859505,0.0002641224,0.0001013776,0.0002007721,0.0001940291],"domain_scores_gemma":[0.9990916,0.00007316313,0.00007124688,0.00008674258,0.0001728116,0.0005044728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278343,0.0000167342,0.9428949,0.0004364517,0.0001733621,0.0001049416,0.03631332,0.0000795756,0.01625989,0.00005247173,0.0006212388,0.002819272],"study_design_scores_gemma":[0.00170657,0.0002888108,0.9445943,0.0004476789,0.0002606316,0.0001970278,0.005981888,0.0001054431,0.04520766,0.00002859219,0.001030964,0.0001504873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878146,0.0005323323,0.009196498,0.001371038,0.0001830041,0.000221642,0.00003188481,0.00001261374,0.0006364078],"genre_scores_gemma":[0.957828,0.0001964992,0.04135489,0.0003151707,0.0001423604,0.000007824433,0.00000982282,0.00001316109,0.0001322595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03215839,"threshold_uncertainty_score":0.9297945,"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."}}