{"id":"W2947319776","doi":"10.1080/13607863.2019.1622074","title":"Caregiver preparedness for death in dementia: an evaluation of existing tools","year":2019,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; Hamilton Health Sciences","funders":"Canadian Institutes of Health Research; Registered Nurses’ Foundation of Ontario","keywords":"Preparedness; Palliative care; Psychological intervention; Dementia; Medicine; Psychology; Gerontology; Nursing; Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009171079,0.00007123746,0.0002492079,0.00007076489,0.00002722995,0.00000325862,0.0000439164,0.00002487315,0.00002672967],"category_scores_gemma":[0.00005410946,0.00006819773,0.00003639027,0.00007974158,0.00001359372,0.0001120801,0.00001677896,0.00004381506,0.000001406883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161679,"about_ca_system_score_gemma":0.000259673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215174,"about_ca_topic_score_gemma":0.0002486812,"domain_scores_codex":[0.9990054,0.00007677815,0.0002792495,0.0001715965,0.0002975297,0.0001694362],"domain_scores_gemma":[0.9994511,0.00006229701,0.0001529518,0.0001420882,0.0001359378,0.00005564772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001956339,0.0002303034,0.877115,0.001377192,0.00007388737,7.968529e-7,0.05430988,0.0000826618,0.001749531,0.0004460537,0.0002261832,0.06419295],"study_design_scores_gemma":[0.03871543,0.007086908,0.6626738,0.02517087,0.0007386204,0.00002158996,0.1434102,0.05162783,0.0509801,0.001264007,0.01740027,0.0009103922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947623,0.002257878,0.0001086456,0.0001461121,0.0001651183,0.001006458,0.00002765356,0.00001115775,0.001514677],"genre_scores_gemma":[0.9971954,0.00008195003,0.002227771,0.0001693302,0.00003616996,0.00002686803,0.0002085399,0.00001000689,0.00004400127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2144411,"threshold_uncertainty_score":0.2781022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3855842234934157,"score_gpt":0.535621317422104,"score_spread":0.1500370939286882,"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."}}