{"id":"W3171017491","doi":"10.1080/26892618.2021.1918815","title":"Biophilic Design Strategies in Long-Term Residential Care Environments for Persons with Dementia","year":2021,"lang":"en","type":"article","venue":"Journal of Aging and Environment","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Toronto Metropolitan University","funders":"","keywords":"Dementia; Context (archaeology); Set (abstract data type); Cognition; Psychology; Level design; Built environment; Aging in place; Gerontology; Cognitive psychology; Applied psychology; Computer science; Human–computer interaction; Medicine; Engineering; Geography; Psychiatry; Disease","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":[0.004185492,0.0005863419,0.0003348361,0.001843577,0.003328225,0.004751243,0.00171327,0.001233458,0.003331599],"category_scores_gemma":[0.005544246,0.0002730833,0.0007348642,0.001707378,0.004161015,0.002682029,0.003807418,0.000908629,0.0005665629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799415,"about_ca_system_score_gemma":0.003422543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658382,"about_ca_topic_score_gemma":0.0162973,"domain_scores_codex":[0.9956918,0.003313305,0.0002095153,0.0001929413,0.0003391121,0.0002533038],"domain_scores_gemma":[0.9979626,0.001097957,0.0002978678,0.0001676915,0.0003109419,0.0001629198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002358517,0.0005999089,0.02330893,0.009999619,0.0001452552,0.00530033,0.4605493,0.001690467,0.003856707,0.07596727,0.01233901,0.4060074],"study_design_scores_gemma":[0.0000746915,0.0008849067,0.02658411,0.006272209,0.0002821814,0.004263435,0.5907463,0.0008665608,0.002297088,0.02596547,0.341646,0.000116998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7379157,0.06571306,0.04551283,0.01115918,0.00073686,0.001162006,0.0003235528,0.0002111976,0.1372656],"genre_scores_gemma":[0.9157886,0.01670802,0.05643043,0.001042435,0.00005540465,0.0005909153,0.0001437987,0.0000400281,0.009200358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004751243,"threshold_uncertainty_score":0.02213532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853923316755635,"score_gpt":0.2442412025924809,"score_spread":0.2257019694249246,"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."}}