{"id":"W3185930817","doi":"10.7202/1077989ar","title":"Understanding and Improving the Care of Older Adults Living with Dementia Across Four Canadian Provinces during the COVID-19 Pandemic: A Mixed-Methods Study to Inform Policy and Practices","year":2021,"lang":"en","type":"article","venue":"Science of Nursing and Health Practices","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alzheimer Society of Canada; University of Saskatchewan; Université de Sherbrooke; University of Waterloo; Jewish General Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Pandemic; Health care; Medicine; Knowledge translation; Observational study; Nursing; Psychology; Family medicine; Coronavirus disease 2019 (COVID-19); Political science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008097553,0.0001643204,0.0003107262,0.0002492532,0.006837039,0.0002063658,0.0002353064,0.00006086798,0.000004058469],"category_scores_gemma":[0.006872745,0.0001009982,0.00001717524,0.001166574,0.000702585,0.0008443213,0.0001943508,0.000446943,1.397121e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008907422,"about_ca_system_score_gemma":0.00814616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2209651,"about_ca_topic_score_gemma":0.3702961,"domain_scores_codex":[0.9969429,0.0008716889,0.0004889225,0.0004718223,0.0004606233,0.0007640594],"domain_scores_gemma":[0.9938742,0.002939742,0.001959176,0.0003194591,0.0003709157,0.0005365331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009711289,0.00005870083,0.3410252,0.001597355,0.00002888856,0.000002585495,0.6051216,0.000004618603,0.000131716,0.0001792548,0.00007660911,0.05167638],"study_design_scores_gemma":[0.0003823287,0.0003655661,0.3264699,0.0009866821,0.00005304436,0.00006013314,0.6712912,0.000029937,0.00001050093,0.00004140967,0.0002220724,0.00008725275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635304,0.003924958,0.0001640484,0.03046491,0.0003461364,0.00122243,0.00001261129,0.00002047819,0.000314062],"genre_scores_gemma":[0.9969491,0.0004602923,0.001839616,0.0005770355,0.00009902909,0.0000281266,6.539805e-7,0.00001172787,0.00003436513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493309,"threshold_uncertainty_score":0.9974768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1960054638633286,"score_gpt":0.5457815395142869,"score_spread":0.3497760756509583,"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."}}