{"id":"W6980465458","doi":"","title":"Care & cure: reducing cognitive decline among elderly patients in healthcare settings by way of caring architectural principles","year":2022,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Cognition; Geriatrics; Health care; Older people; Architecture; Care of the elderly; Gerontological nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008188636,0.0002419051,0.0001557879,0.0004291481,0.002271943,0.001932827,0.0003788213,0.0007170526,0.01015268],"category_scores_gemma":[0.0012083,0.0001005831,0.0002776696,0.0003315649,0.001192172,0.0009724044,0.001580521,0.001588834,0.001964975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141349,"about_ca_system_score_gemma":0.008344652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005193636,"about_ca_topic_score_gemma":0.03299317,"domain_scores_codex":[0.9996924,0.0001229854,0.00001085007,0.00002614372,0.00009182891,0.00005568106],"domain_scores_gemma":[0.9996037,0.00006160375,0.00003578675,0.0000120335,0.00008622686,0.0002006946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004521503,0.0007559113,0.002584091,0.001428148,0.00002261393,0.000166682,0.03795576,0.0001332715,0.001071414,0.02899355,0.4110566,0.5157868],"study_design_scores_gemma":[0.00003289516,0.000277807,0.01193853,0.001690449,0.00002790605,0.0002417778,0.03524595,0.00007865795,0.0006826607,0.0076598,0.942106,0.00001742036],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1113339,0.04856968,0.004769246,0.193379,0.005057332,0.0005519605,0.0004269624,0.0003371476,0.6355749],"genre_scores_gemma":[0.4003554,0.0823873,0.02220378,0.05089041,0.001409174,0.000696625,0.0004543789,0.0001216982,0.4414812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01015268,"threshold_uncertainty_score":0.03396416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036852729857695,"score_gpt":0.2469926965030015,"score_spread":0.2366241692044245,"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."}}