{"id":"W2140105541","doi":"10.1177/1471301209354026","title":"Challenges to improving end of life care of people with advanced dementia in the UK","year":2010,"lang":"en","type":"article","venue":"Dementia","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LIFE programme; Alzheimer Society","keywords":"Dementia; Psychological intervention; Palliative care; Advance care planning; Medicine; End-of-life care; Nursing; Intervention (counseling); Health care; Qualitative research; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007994962,0.0002732815,0.0006228491,0.0006176632,0.005567004,0.003349502,0.001091079,0.002150272,0.001882351],"category_scores_gemma":[0.02338153,0.0003563669,0.0003349249,0.001062478,0.004669367,0.002898132,0.003814131,0.002658792,0.0002486358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005711933,"about_ca_system_score_gemma":0.009212417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03071515,"about_ca_topic_score_gemma":0.04797956,"domain_scores_codex":[0.987306,0.008901533,0.0007646254,0.0002840566,0.001300036,0.00144364],"domain_scores_gemma":[0.9854099,0.006392096,0.002673518,0.0003113095,0.001803584,0.00340955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001707335,0.0001670124,0.02552569,0.001297431,0.00004115053,0.006222594,0.9032701,0.0001938015,0.0008503238,0.002642424,0.01051855,0.04910018],"study_design_scores_gemma":[0.00002885107,0.0002418377,0.02731756,0.001184816,0.00001954795,0.002849637,0.9404296,0.0001574767,0.0001306643,0.001339608,0.02624664,0.00005392886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170777,0.01189375,0.0007628947,0.05927053,0.0004029246,0.00012352,0.00005528921,0.00002122639,0.01039218],"genre_scores_gemma":[0.9887382,0.004885342,0.0008127023,0.004414583,0.00005711249,0.00005060547,0.00002496041,0.000006139234,0.001010329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03071515,"threshold_uncertainty_score":0.06107271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427704021081715,"score_gpt":0.3456423386792505,"score_spread":0.3013652984684334,"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."}}