{"id":"W7117314343","doi":"10.1002/alz70858_102270","title":"Meeting the needs of older adults living in long‐term care homes through co‐design of a Virtual Care Planning ToolKit","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Windsor; Registered Nurses' Association of Ontario; Western University; Queen's University; McMaster University","funders":"","keywords":"Resource (disambiguation); Advance care planning; Health care; Assisted living; Needs assessment; Independent living","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":[0.005072535,0.0005896891,0.000247026,0.0006560626,0.003084947,0.002910741,0.001961056,0.0007143738,0.003180232],"category_scores_gemma":[0.007376501,0.0003502756,0.0005647084,0.0003478412,0.002430365,0.001925748,0.006984134,0.0009613342,0.0004407947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261122,"about_ca_system_score_gemma":0.009028642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005741799,"about_ca_topic_score_gemma":0.02072653,"domain_scores_codex":[0.9955921,0.00322077,0.0001493596,0.0002476111,0.000309223,0.0004810097],"domain_scores_gemma":[0.9962476,0.001466969,0.0003218141,0.0002922939,0.0003167922,0.001354535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004301724,0.003064721,0.03673519,0.002379582,0.00007744636,0.003891638,0.6980788,0.003498215,0.01039192,0.00492418,0.0105846,0.2259435],"study_design_scores_gemma":[0.000341942,0.002316924,0.03166355,0.001422229,0.0002661265,0.002358137,0.7662554,0.006418375,0.005200674,0.005658856,0.1779027,0.0001950791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395642,0.0002996477,0.03167883,0.001841113,0.00008688105,0.002420675,0.00009623131,0.000383283,0.02362911],"genre_scores_gemma":[0.9074906,0.0003953517,0.08398782,0.0002933027,0.00001377716,0.001922094,0.0001289238,0.00005892765,0.005709226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005741799,"threshold_uncertainty_score":0.02682644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942928581016055,"score_gpt":0.3572774054132333,"score_spread":0.3278481196030728,"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."}}