{"id":"W1961777747","doi":"10.1200/jop.2015.004416","title":"Quality Indicators of End-of-Life Care in Patients With Cancer: What Rate Is Right?","year":2015,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Variation (astronomy); End-of-life care; Quality of life (healthcare); Quality (philosophy); Cancer; Gerontology; Demography; Palliative care; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001462582,0.0001216677,0.000872052,0.0003009826,0.00001440805,0.000004689302,0.0001375196,0.000158483,0.00007590134],"category_scores_gemma":[0.00322839,0.00008513578,0.00008462863,0.0003521788,0.0001884823,0.0007382852,0.00003304949,0.0004546568,0.000001898135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949852,"about_ca_system_score_gemma":0.002635404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004268411,"about_ca_topic_score_gemma":0.0001708294,"domain_scores_codex":[0.9976573,0.00060064,0.0009276044,0.0001178649,0.0005423804,0.0001541891],"domain_scores_gemma":[0.9936412,0.001105866,0.00296794,0.0001700353,0.001901279,0.0002137087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01057637,0.0008893984,0.9499608,0.000184613,0.0004752401,0.00008080085,0.01842028,0.00002135497,0.00006568495,0.00003655286,0.001538545,0.01775041],"study_design_scores_gemma":[0.018872,0.01056176,0.5026386,0.001682413,0.000735717,0.00002578226,0.04768244,0.000001761276,0.005136265,0.000039946,0.4124495,0.0001737979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852571,0.008159055,0.00001452551,0.003102003,0.0004411188,0.0001601573,0.00001675899,0.000002297307,0.002846944],"genre_scores_gemma":[0.9919372,0.003964391,0.002867921,0.001081656,0.0001054856,0.000002443641,0.00000493458,0.00001111277,0.00002490808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4473222,"threshold_uncertainty_score":0.4675094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115256507244191,"score_gpt":0.4806224196832878,"score_spread":0.3653659124390968,"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."}}