{"id":"W4396678501","doi":"10.3390/curroncol31050197","title":"Understanding Elderly Chinese Cancer Patients in a Multicultural Clinical Setting: Embracing Mortality and Addressing Misperceptions of Vulnerability","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Family Support in Illness","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Vulnerability (computing); Cancer; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565564,0.0001170782,0.0003161173,0.00008663877,0.000231314,0.00004944352,0.0001171193,0.0001681396,0.00009972487],"category_scores_gemma":[0.0009939205,0.00009737349,0.00008237155,0.0002915997,0.0006944689,0.0002534251,0.00007544564,0.0004379275,0.000002137081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007593667,"about_ca_system_score_gemma":0.0003685833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360149,"about_ca_topic_score_gemma":0.024354,"domain_scores_codex":[0.9978558,0.0006900104,0.0005703082,0.0003619486,0.0002332613,0.0002886653],"domain_scores_gemma":[0.998664,0.0009245402,0.0001190718,0.0001028271,0.00007841292,0.0001111567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001051527,0.0002660343,0.942195,0.0001276412,0.00001565317,0.000003163116,0.0268704,0.00001291086,0.00003160031,0.0004673128,0.0002383231,0.02976146],"study_design_scores_gemma":[0.0005165053,0.00007067968,0.9819484,0.0003074768,0.00003106951,4.421252e-7,0.01199931,0.001520684,0.000002104027,0.001712474,0.001737343,0.0001535074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935249,0.0005359077,0.00006975707,0.0004353887,0.003584536,0.0003135863,0.00003570334,0.00004839767,0.001451791],"genre_scores_gemma":[0.9993426,0.0002620993,0.00007608539,0.00001933045,0.000237493,0.00002775703,0.00001396065,0.00000744855,0.00001319495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03975342,"threshold_uncertainty_score":0.993449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4467554209192475,"score_gpt":0.5503831320640619,"score_spread":0.1036277111448143,"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."}}