{"id":"W3132087219","doi":"10.1136/bmjspcare-2021-002893","title":"Early palliative care and quality of dying and death in patients with advanced cancer","year":2021,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network","funders":"Canadian Institutes of Health Research; Canadian Cancer Society; Ontario Ministry of Health and Long-Term Care","keywords":"Palliative care; Medicine; Quality of life (healthcare); Receipt; Intervention (counseling); Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002126709,0.0002494693,0.0004315424,0.000286037,0.000370173,0.000413488,0.0002820897,0.0003203258,0.001521158],"category_scores_gemma":[0.01075579,0.0001056185,0.000550139,0.0004171014,0.0004056861,0.0003608153,0.0006370713,0.0007048573,0.0000780214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006390702,"about_ca_system_score_gemma":0.0007152723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213535,"about_ca_topic_score_gemma":0.002989774,"domain_scores_codex":[0.9982273,0.001267495,0.0001073805,0.00009429723,0.0001859054,0.000117729],"domain_scores_gemma":[0.9958016,0.001710887,0.001668011,0.00008365583,0.0001773656,0.0005584893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0059349,0.001859456,0.9472383,0.0004813721,0.0007948248,0.0000758685,0.0008195771,0.0007013441,0.0002992284,0.00009192003,0.0004507111,0.04125254],"study_design_scores_gemma":[0.0004555574,0.002628985,0.9948785,0.0001095565,0.0001918115,0.0001333121,0.0003731507,0.0005459038,0.0001216848,0.0001656475,0.0003854455,0.00001050606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998156,0.001294456,0.00003996396,0.0002225103,0.00000973747,0.00001594261,0.00004371053,0.000001086958,0.0002165896],"genre_scores_gemma":[0.9994455,0.0002805568,0.0001248267,0.0000402928,0.000005201504,0.00001845135,0.00004307437,3.141743e-7,0.00004183568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00213535,"threshold_uncertainty_score":0.01124722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214375906297712,"score_gpt":0.4506518502337598,"score_spread":0.3292142596039886,"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."}}