{"id":"W4412755654","doi":"10.3390/curroncol32080430","title":"Using Audit to Improve End-of-Life Care in a Tertiary Cancer Centre","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; End-of-life care; Audit; Tertiary care; Cancer; Family medicine; General surgery; Palliative care; Internal medicine; Nursing; Accounting; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02387713,0.0003834426,0.0006540365,0.002984836,0.002025806,0.002233814,0.001358152,0.0006431696,0.001402205],"category_scores_gemma":[0.06611788,0.0006344162,0.0003841494,0.003604283,0.0009489499,0.001615276,0.003928064,0.001808829,0.0003210017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00713492,"about_ca_system_score_gemma":0.01448232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02289119,"about_ca_topic_score_gemma":0.03176543,"domain_scores_codex":[0.97503,0.01496542,0.002793979,0.001010972,0.004470728,0.001728892],"domain_scores_gemma":[0.9107642,0.01980433,0.02722577,0.007709404,0.01993898,0.01455737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001054665,0.001247609,0.7589898,0.0006972713,0.000090386,0.0008238483,0.007882623,0.001392648,0.001239546,0.0002435739,0.008365017,0.2179732],"study_design_scores_gemma":[0.000188392,0.002267249,0.9805872,0.0006106409,0.00006813952,0.0007462884,0.004446668,0.003489457,0.001469341,0.0002562928,0.005734037,0.0001363085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986048,0.00175815,0.003391415,0.003289333,0.0001905997,0.001473246,0.0004591672,0.0003618361,0.003028354],"genre_scores_gemma":[0.9878306,0.001026649,0.008936672,0.0006273343,0.00008709337,0.0004421853,0.0004755493,0.00003618777,0.0005376416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02387713,"threshold_uncertainty_score":0.1262758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992786651840209,"score_gpt":0.5161807589547289,"score_spread":0.316902093770708,"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."}}