{"id":"W2899042732","doi":"10.14283/jfa.2018.33","title":"Improving End-of-Life Care and Advance Care Planning for Frail Older Adults in Canada","year":2018,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Impact; McGill University; Sinai Health System; University of Toronto; Dalhousie University; McMaster University","funders":"","keywords":"Palliative care; Advance care planning; End-of-life care; Medicine; Key (lock); Quality of life (healthcare); Gerontology; Nursing; Health care; Older people; Computer science","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":[0.004836196,0.000570229,0.0005311957,0.002411121,0.01070196,0.005502707,0.002649529,0.001799081,0.004923989],"category_scores_gemma":[0.01528343,0.0004045488,0.000999394,0.003398469,0.002287995,0.001851577,0.005499477,0.003261093,0.000344472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1711369,"about_ca_system_score_gemma":0.5466766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940974,"about_ca_topic_score_gemma":0.9976817,"domain_scores_codex":[0.9938657,0.00066091,0.00041082,0.0002185221,0.002573014,0.002271156],"domain_scores_gemma":[0.9754965,0.0008653722,0.001060301,0.000164644,0.009617768,0.01279537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000254084,0.0005305872,0.1297599,0.004694338,0.0002753606,0.001160358,0.01094596,0.00416174,0.0009677996,0.07504361,0.4118788,0.3603275],"study_design_scores_gemma":[0.0004260349,0.0004722184,0.3951829,0.01090617,0.0003418679,0.0005666702,0.02659249,0.005495322,0.00121108,0.01291836,0.5454807,0.0004062338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1364946,0.05400898,0.006525784,0.6300746,0.003317678,0.002170854,0.00576895,0.0003859941,0.1612526],"genre_scores_gemma":[0.7863569,0.06229297,0.04629727,0.07120612,0.0008314715,0.001148325,0.004312292,0.000113263,0.02744145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1711369,"threshold_uncertainty_score":0.9613638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575736616205144,"score_gpt":0.3595545528625947,"score_spread":0.3137971867005433,"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."}}