{"id":"W4221109841","doi":"10.3928/00989134-20220401-06","title":"Tailored, Community-Based Programs for People Living With Dementia and Their Family Caregiver","year":2022,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dyad; Dementia; Diversity (politics); Family caregivers; Assisted living; Gerontological nursing; Psychology; Nursing; Gerontology; Medicine; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00146056,0.0002175583,0.0001481181,0.0006013228,0.002137143,0.0005475388,0.001021872,0.0006451341,0.006904558],"category_scores_gemma":[0.004134932,0.0001333984,0.0003345818,0.0004507792,0.0003713812,0.0009186377,0.003341946,0.0009097518,0.0004409552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292971,"about_ca_system_score_gemma":0.008169471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239764,"about_ca_topic_score_gemma":0.08366238,"domain_scores_codex":[0.9995192,0.0002257186,0.00002343531,0.00003218323,0.00006481838,0.0001346265],"domain_scores_gemma":[0.9986055,0.000255325,0.0001197038,0.00006285974,0.0001102027,0.0008462673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004624547,0.009450573,0.02018929,0.001586913,0.00005286965,0.001496044,0.01355421,0.0006512657,0.002511436,0.001871947,0.0476351,0.9005379],"study_design_scores_gemma":[0.005273025,0.01546557,0.4932321,0.007644946,0.0004281413,0.002841058,0.08929871,0.003091345,0.002845353,0.01509407,0.3645963,0.0001893195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983516,0.004895603,0.00600975,0.02488588,0.0008998464,0.007553115,0.0006606291,0.000565214,0.05617839],"genre_scores_gemma":[0.9267768,0.007164754,0.04069635,0.007002973,0.0002690999,0.005202485,0.0009232828,0.00002968722,0.01193456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239764,"threshold_uncertainty_score":0.02465099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380966863631676,"score_gpt":0.3576364300236521,"score_spread":0.2838267613873353,"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."}}