{"id":"W4390083011","doi":"10.1093/geroni/igad104.1781","title":"IMPROVING THE ENGAGEMENT OF RESIDENTS WITH DEMENTIA IN ADVANCE CARE PLANNING DISCUSSIONS IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Regina; McMaster University","funders":"","keywords":"Active listening; Conversation; Thematic analysis; Dementia; Palliative care; Advance care planning; Nursing; Psychology; Long-term care; Participatory action research; Medical education; Medicine; Qualitative research; Disease; Sociology","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":[0.02230803,0.0005484209,0.0004503531,0.0007222191,0.003908596,0.0022456,0.00186379,0.001188344,0.004810787],"category_scores_gemma":[0.04473233,0.0004134956,0.0005660434,0.0004860441,0.001727848,0.002112689,0.008726786,0.001733301,0.0006713322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259475,"about_ca_system_score_gemma":0.01161549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005048151,"about_ca_topic_score_gemma":0.01115684,"domain_scores_codex":[0.9804506,0.01553782,0.0004108849,0.0006987425,0.001651204,0.001250841],"domain_scores_gemma":[0.9727341,0.01578817,0.002391082,0.0008728358,0.002251726,0.005962086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005133665,0.003257642,0.02256688,0.001787571,0.00006551905,0.001583985,0.575765,0.0007085982,0.003644831,0.001413432,0.01262056,0.3760727],"study_design_scores_gemma":[0.000686661,0.006351761,0.08919527,0.005697948,0.0003628607,0.002511525,0.6945409,0.005607767,0.01048273,0.007836012,0.1762829,0.0004436942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500751,0.0007945335,0.01728833,0.007119887,0.00024525,0.001631292,0.0001665055,0.0004865406,0.02219259],"genre_scores_gemma":[0.9552791,0.0006999806,0.03713185,0.001472124,0.00005560303,0.002001163,0.0001222433,0.00003936353,0.00319863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02230803,"threshold_uncertainty_score":0.1179776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794339630648368,"score_gpt":0.4186690579454147,"score_spread":0.340725661638931,"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."}}