{"id":"W1500612359","doi":"10.1002/cncr.29485","title":"Impact of aggressive management and palliative care on cancer costs in the final month of life","year":2015,"lang":"en","type":"article","venue":"Cancer","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; Western University; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Palliative care; Quality of life (healthcare); End-of-life care; Multivariate analysis; Cancer; Cohort; Emergency medicine; Population; Health care; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005926379,0.0001748085,0.0002391735,0.0005179474,0.0003811507,0.0006710328,0.0004283517,0.0002479912,0.001482487],"category_scores_gemma":[0.006463903,0.00009918327,0.0004922098,0.0007669331,0.0003489271,0.0002676178,0.0005908816,0.0004792015,0.0001057964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006913181,"about_ca_system_score_gemma":0.003064726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3177521,"about_ca_topic_score_gemma":0.4417288,"domain_scores_codex":[0.999143,0.000169795,0.00005494497,0.00007436309,0.0002798798,0.0002779881],"domain_scores_gemma":[0.9946653,0.0005577113,0.00293041,0.00009430943,0.0007661385,0.0009861649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048507,0.00002182424,0.9958215,0.00001560932,0.00005908368,0.00005515688,0.00004493427,0.0003733607,0.0000392375,0.00004117992,0.0004568105,0.002966506],"study_design_scores_gemma":[0.000001803347,0.00001519084,0.99951,0.00000577464,0.00000752204,0.000048888,0.0000348857,0.0002217732,0.00001107733,0.00001311733,0.0001281531,0.000001726347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955447,0.0006420425,0.0000959133,0.0006026509,0.000008221941,0.00001698574,0.001814892,0.0000059316,0.001268634],"genre_scores_gemma":[0.9991372,0.0001061544,0.00006304724,0.00003929497,0.000007046832,0.000004990613,0.0005558879,0.000001468482,0.00008506634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177521,"threshold_uncertainty_score":0.6318052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193901038707884,"score_gpt":0.4839603963352131,"score_spread":0.2645702924644248,"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."}}