{"id":"W2965893881","doi":"10.1108/ijhcqa-07-2018-0187","title":"Quality assurance as a foundational element for an integrated system of dementia care","year":2019,"lang":"en","type":"article","venue":"International Journal of Health Care Quality Assurance","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Conestoga College; University of Ottawa; Regional Municipality of Waterloo; Queen's University; McMaster University; University of Waterloo","funders":"","keywords":"Quality assurance; Program assurance; Dementia; Quality (philosophy); Medicine; Health care; Nursing; Process management; Knowledge management; Medical education; Business; Computer science; Political science; 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":[0.05544415,0.0003823858,0.0005470262,0.002168924,0.007217974,0.01159634,0.002028853,0.002659183,0.002413903],"category_scores_gemma":[0.06193448,0.0006657658,0.0008385858,0.001949823,0.01571975,0.006599406,0.01050929,0.006114983,0.0003090718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0164354,"about_ca_system_score_gemma":0.07397839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352804,"about_ca_topic_score_gemma":0.01186723,"domain_scores_codex":[0.9402675,0.03494881,0.004349081,0.002513558,0.01350995,0.004411141],"domain_scores_gemma":[0.8952941,0.03811655,0.01960609,0.009749199,0.02133323,0.01590076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002157915,0.001446076,0.1352895,0.003534331,0.0003911737,0.00125626,0.1337448,0.00344643,0.005114094,0.3121645,0.01986797,0.3835292],"study_design_scores_gemma":[0.000387706,0.002836561,0.2430781,0.01465564,0.0005595323,0.003103995,0.09919935,0.01183948,0.005099951,0.2832974,0.3355264,0.0004158325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.356055,0.00946946,0.186556,0.3115434,0.001410196,0.002763049,0.0001839632,0.001066967,0.1309521],"genre_scores_gemma":[0.9340376,0.0008064398,0.05874763,0.004561598,0.0001473595,0.0003136517,0.00006971388,0.00002914383,0.001286864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05544415,"threshold_uncertainty_score":0.2932202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06332408684340458,"score_gpt":0.4850066708083992,"score_spread":0.4216825839649946,"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."}}