{"id":"W2896096546","doi":"10.1245/s10434-018-6836-4","title":"ASO Author Reflections: Palliative Care and Aggressive End-of-Life Care: A Surgeon’s Reflections on Priorities for the Future","year":2018,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Surgical oncology; Medicine; Palliative care; End-of-life care; General surgery; Nursing; Surgery","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":[0.006940633,0.0009846217,0.001764584,0.0009859124,0.01238462,0.00933273,0.002775514,0.07992734,0.01222686],"category_scores_gemma":[0.04966256,0.001369538,0.001916181,0.001013986,0.006114691,0.009691099,0.005052402,0.1081651,0.005682018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008470421,"about_ca_system_score_gemma":0.01705647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351284,"about_ca_topic_score_gemma":0.02738275,"domain_scores_codex":[0.9920854,0.002180998,0.0008872972,0.0007514962,0.002510914,0.00158383],"domain_scores_gemma":[0.9701263,0.0111895,0.001902512,0.0005324488,0.007051655,0.009197618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000207365,0.00002769795,0.0002626163,0.00004362094,0.000008554834,0.00109608,0.0003794764,0.00004853615,0.00005293459,0.001677402,0.9934035,0.002978928],"study_design_scores_gemma":[0.00006964714,0.00005672011,0.0005886992,0.0006014348,0.00002704176,0.002253684,0.003473576,0.0002461904,0.0001107747,0.005285828,0.9871602,0.0001262174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009507369,0.0006683926,0.00002460298,0.9770367,0.02134884,0.000003224637,0.000007542089,0.000005747309,0.0008100256],"genre_scores_gemma":[0.001902954,0.001010429,0.00009719693,0.9630904,0.03001962,0.00001579475,0.000006563994,0.00001637093,0.003840608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07992734,"threshold_uncertainty_score":0.06145746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3241642090474434,"score_gpt":0.52418418420647,"score_spread":0.2000199751590265,"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."}}