{"id":"W2778482830","doi":"10.1016/j.surg.2017.10.001","title":"Palliative care and active disease management are synergistic in modern surgical oncology","year":2017,"lang":"en","type":"article","venue":"Surgery","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Mount Sinai Hospital; University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Vignette; Palliative care; Surgical oncology; Disease; Oncology; 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":[0.005293736,0.0003694192,0.0007641995,0.0007077003,0.002062611,0.005395097,0.0007149974,0.002216833,0.004504852],"category_scores_gemma":[0.005536527,0.0003157032,0.0004186129,0.0007206255,0.005435268,0.005973856,0.006494383,0.006014484,0.0007630534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409652,"about_ca_system_score_gemma":0.004216675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318029,"about_ca_topic_score_gemma":0.001825167,"domain_scores_codex":[0.9965868,0.001882424,0.0002280953,0.000182412,0.0008402796,0.0002799459],"domain_scores_gemma":[0.992396,0.004152133,0.0007362937,0.0002575252,0.0006968144,0.001761229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003020637,0.001320385,0.02259157,0.003906195,0.0003348257,0.003237102,0.01066315,0.001540332,0.003688621,0.2796605,0.08555099,0.5872042],"study_design_scores_gemma":[0.0001187732,0.001359178,0.03470626,0.003405269,0.0002320269,0.008463853,0.01086206,0.0009237337,0.001087266,0.2654045,0.6732604,0.0001767304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08041451,0.2505163,0.02550657,0.4158711,0.02195944,0.0001622132,0.0001203436,0.0002885014,0.205161],"genre_scores_gemma":[0.6887749,0.1383756,0.02736939,0.09845208,0.02903401,0.0002854974,0.0001302349,0.00009649002,0.01748179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005395097,"threshold_uncertainty_score":0.0279963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435276370628925,"score_gpt":0.4317862491215415,"score_spread":0.2882586120586491,"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."}}