{"id":"W2133467783","doi":"10.1017/s1041610211002675","title":"Perceptions of family and staff on the role of the environment in long-term care homes for people with dementia","year":2012,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; University of Alberta; Social Sciences and Humanities Research Council; Providence Health Care; University of Ottawa; Élisabeth Bruyère Hospital","funders":"","keywords":"Staffing; Focus group; Psychology; Flexibility (engineering); Dementia; Perception; Quality of life (healthcare); Long-term care; Set (abstract data type); Quality (philosophy); Institutionalisation; Applied psychology; Nursing; Gerontology; Medicine; Business; Disease; Marketing; Computer science; Psychiatry","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":[0.0001961508,0.00008558936,0.0001276118,0.00009025865,0.0001248571,0.000004454938,0.0001814408,0.00005962628,0.0001211663],"category_scores_gemma":[0.00002285653,0.00004987067,0.00005603637,0.0001173248,0.00004505697,0.00005073358,0.0000470586,0.000125348,0.000004366321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007471273,"about_ca_system_score_gemma":0.00004044768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009780087,"about_ca_topic_score_gemma":0.0001299283,"domain_scores_codex":[0.9991292,0.00007589762,0.0002629117,0.00011747,0.000244897,0.0001696394],"domain_scores_gemma":[0.9992563,0.0002432488,0.0001984344,0.0001905245,0.00008168008,0.00002982511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229923,0.0001680726,0.9828282,0.00006833683,0.00004803403,3.441033e-8,0.01008329,0.00001578907,0.0008202455,0.001620903,0.0007129225,0.003511166],"study_design_scores_gemma":[0.0005927164,0.00009579563,0.9774744,0.00007413547,0.00004504869,3.627506e-7,0.01924796,0.000006549821,0.0000871025,0.0002030102,0.002115327,0.00005759463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946911,0.001264896,0.0002278444,0.0007259505,0.0007984866,0.0006201609,0.0001403961,0.000004920213,0.001526228],"genre_scores_gemma":[0.9990819,0.0002960019,0.0001801652,0.00004509325,0.0001455398,0.00009362389,0.00002750017,0.00001190646,0.0001182917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009164667,"threshold_uncertainty_score":0.2033667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687381126587025,"score_gpt":0.3372618265922357,"score_spread":0.3203880153263655,"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."}}