{"id":"W4390081931","doi":"10.1093/geroni/igad104.1777","title":"PREPARING FOR ADVANCING ILLNESS AND END OF LIFE WITH DEMENTIA","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":"","funders":"","keywords":"Dementia; Autonomy; Advance care planning; Psychology; Health care; Coping (psychology); Nursing; Medicine; Psychiatry; Political science; Palliative care; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006819322,0.0001443412,0.0002140777,0.0006698217,0.004237837,0.003460523,0.0004828536,0.0007830085,0.004221962],"category_scores_gemma":[0.01120089,0.00008139729,0.0002071356,0.0008623382,0.005153686,0.002187068,0.003549656,0.00171203,0.0003001753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004903893,"about_ca_system_score_gemma":0.008207604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007823436,"about_ca_topic_score_gemma":0.01562435,"domain_scores_codex":[0.9933974,0.004984838,0.0002171352,0.0001442187,0.0008256553,0.0004307288],"domain_scores_gemma":[0.9907508,0.004962187,0.001336567,0.0002534184,0.001164099,0.001532855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004037268,0.0002011779,0.02973066,0.001120764,0.0000178493,0.001047594,0.7665468,0.0001595498,0.0007789757,0.05217671,0.02387597,0.1243036],"study_design_scores_gemma":[0.000008227693,0.000166306,0.02950507,0.002129052,0.00001982268,0.0009845466,0.7438992,0.0001195852,0.0006739457,0.00902653,0.2134289,0.00003880667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6047809,0.01961484,0.006823691,0.1207371,0.001447415,0.0004686494,0.000272165,0.00006808714,0.2457872],"genre_scores_gemma":[0.9808429,0.005148571,0.002747584,0.003496769,0.0000995041,0.0001502658,0.00003864462,0.000006153274,0.007469594],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007823436,"threshold_uncertainty_score":0.03606445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.069164402729492,"score_gpt":0.3936632165475544,"score_spread":0.3244988138180624,"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."}}