{"id":"W4213277744","doi":"10.24018/ejmed.2022.4.1.1206","title":"Adult Day Programs in the New Reality of High Prevalence of Dementia-with A Toronto Case Study","year":2022,"lang":"en","type":"article","venue":"European Journal of Medical and Health Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Staffing; Schedule; Dementia; Intervention (counseling); Focus group; Nursing; Medicine; Resource (disambiguation); Service (business); Family caregivers; Pandemic; Business; Coronavirus disease 2019 (COVID-19); Marketing; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009658291,0.0003632209,0.0002765233,0.0008318492,0.0110072,0.001825891,0.001087939,0.001084531,0.003869181],"category_scores_gemma":[0.002212702,0.0004138844,0.0003683985,0.002180464,0.002747575,0.0009891032,0.003155428,0.001567314,0.0001926229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02704094,"about_ca_system_score_gemma":0.01296634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.623168,"about_ca_topic_score_gemma":0.8693463,"domain_scores_codex":[0.9984328,0.0006141467,0.00005996,0.00009958232,0.0001903574,0.0006031089],"domain_scores_gemma":[0.9977043,0.0003939807,0.0003449613,0.00009391657,0.0002580511,0.001204795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002731125,0.001146587,0.1576481,0.000800099,0.00006494577,0.1121096,0.6787643,0.0005267031,0.001360878,0.007186398,0.01410614,0.02601309],"study_design_scores_gemma":[0.00005342693,0.0005697922,0.1567676,0.0004937825,0.00006071178,0.01605074,0.7921445,0.0004622911,0.0003088817,0.0004871274,0.03254325,0.00005772517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879577,0.000754616,0.0001455618,0.001788981,0.00003608032,0.0001201003,0.000149698,0.00000759314,0.009039676],"genre_scores_gemma":[0.9955664,0.0008580906,0.0003096902,0.0003838297,0.00002149452,0.0000576184,0.00006298983,0.000005684184,0.002734148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376832,"threshold_uncertainty_score":0.7581025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09514090033464684,"score_gpt":0.4057443824232457,"score_spread":0.3106034820885988,"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."}}