{"id":"W4413294477","doi":"10.1016/j.jemermed.2025.04.037","title":"Timing of and Barriers to Goals of Care Conversations for Patients Admitted to an Acute Oncology Setting","year":2025,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Family medicine; Oncology; 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":[0.004196234,0.0002497237,0.000496544,0.001084695,0.003235545,0.004065963,0.0008812232,0.001130883,0.007021214],"category_scores_gemma":[0.0827777,0.0005645948,0.0006186857,0.0009257628,0.0004799247,0.003022876,0.003148373,0.003186486,0.0005423772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683351,"about_ca_system_score_gemma":0.006533422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009162724,"about_ca_topic_score_gemma":0.01643605,"domain_scores_codex":[0.994373,0.002493129,0.0008530011,0.0003319403,0.0006232482,0.001325687],"domain_scores_gemma":[0.9485123,0.02445309,0.01373955,0.0005176673,0.0031674,0.009610158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001753302,0.001013243,0.8914694,0.0005880606,0.0002007783,0.00213225,0.05640985,0.0003014053,0.0006133002,0.001005339,0.005602985,0.03891018],"study_design_scores_gemma":[0.0001266868,0.001177637,0.6736875,0.002062036,0.0002595487,0.003114578,0.3027701,0.001477068,0.0008435879,0.001939354,0.01232641,0.0002155538],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862086,0.001165161,0.0003317049,0.005419273,0.0002030607,0.0001274095,0.0003674329,0.00003900156,0.006138376],"genre_scores_gemma":[0.9972958,0.0004906563,0.0008049529,0.0007869322,0.00004590945,0.00006371349,0.0001421029,0.00001757272,0.0003523296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009162724,"threshold_uncertainty_score":0.02348834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021122823948538,"score_gpt":0.4895177586470803,"score_spread":0.3874054762522264,"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."}}