{"id":"W2099192919","doi":"10.1200/jco.2010.31.9897","title":"Trends in the Aggressiveness of End-of-Life Cancer Care in the Universal Health Care System of Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":419,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Emergency department; Cancer; Retrospective cohort study; Intensive care unit; Emergency medicine; Health care; Comorbidity; Population; Cancer registry; End-of-life care; Odds ratio; Cohort; Palliative care; Internal medicine; Environmental health; Nursing","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":[0.001604855,0.0001089921,0.001624876,0.000164159,0.00001542389,7.013821e-7,0.0003690139,0.0001762975,0.00007700672],"category_scores_gemma":[0.0005748094,0.00005922807,0.0002642207,0.0002661151,0.0002233537,0.00003514066,0.00002872139,0.0006729831,7.348639e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055853,"about_ca_system_score_gemma":0.01947475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8624344,"about_ca_topic_score_gemma":0.9763232,"domain_scores_codex":[0.9961805,0.0009719182,0.002098106,0.0001070122,0.0004648842,0.0001776017],"domain_scores_gemma":[0.9947001,0.001622639,0.002767761,0.0002114017,0.0005825671,0.0001155356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00302594,0.0003370002,0.8792395,0.000511975,0.0002043578,0.0004248741,0.07814586,0.00004445506,0.000005305401,0.0002133332,0.00129226,0.03655516],"study_design_scores_gemma":[0.005562362,0.005824428,0.8162889,0.00283366,0.0002177672,0.00002927281,0.1327926,0.000003997881,0.0001303267,0.000006402993,0.03624356,0.00006673099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822942,0.01080821,0.000003403146,0.001495547,0.0006580623,0.000127899,0.0000400698,8.421935e-7,0.004571751],"genre_scores_gemma":[0.998174,0.0008009011,0.0002150272,0.0006144453,0.0001639819,0.000002317465,0.000004645522,0.000006142544,0.00001852479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138889,"threshold_uncertainty_score":0.9860839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3003416377299417,"score_gpt":0.515043720142865,"score_spread":0.2147020824129233,"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."}}