{"id":"W4403201434","doi":"10.1080/26892618.2024.2408720","title":"The Impact of Water Features on Patients with Dementia Residing in Long-Term Care Facilities: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Journal of Aging and Environment","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Dementia; Long-term care; Term (time); Gerontology; Medicine; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004700639,0.0002786689,0.0008201242,0.00008068764,0.0001028575,0.00003783135,0.0001848869,0.00006248211,0.0001074092],"category_scores_gemma":[0.000004960704,0.0001149791,0.0002497104,0.00006416173,0.0001027829,0.0000842276,0.0001372565,0.0004421142,0.00001878477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553144,"about_ca_system_score_gemma":0.00004111683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134024,"about_ca_topic_score_gemma":0.0001075791,"domain_scores_codex":[0.9983006,0.000122486,0.0006356884,0.0002152184,0.00043927,0.0002867],"domain_scores_gemma":[0.9992445,0.00005317908,0.0003952433,0.0002095564,0.000003924262,0.00009364477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000451653,0.0001246189,0.1668963,0.1267012,0.0005121141,0.00008351677,0.002834928,0.0002044037,7.248902e-7,6.747773e-7,0.001569095,0.7010273],"study_design_scores_gemma":[0.0005274766,0.001342252,0.04505775,0.9218135,0.001460022,0.00005349243,0.0001552948,4.506213e-7,0.00000231133,0.000007268959,0.02913139,0.0004488064],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009193405,0.9901323,0.00000166053,0.0000556873,0.0000407292,0.0005163275,0.000009936985,0.000001898218,0.00004802468],"genre_scores_gemma":[0.002237821,0.997543,0.00002139229,0.00001618155,0.00002828258,0.000009025948,0.000007526694,0.00002109133,0.0001157186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7951123,"threshold_uncertainty_score":0.4688714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005025417760244,"score_gpt":0.3055290802860838,"score_spread":0.2854788261084814,"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."}}