{"id":"W4290851640","doi":"10.1186/s12877-022-03294-y","title":"Prevalence and correlates of anxiety and depression in caregivers to assisted living residents during COVID-19: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; University of Ottawa; Impact; University of Calgary; University of Alberta; University of British Columbia","funders":"Faculty of Nursing, University of Alberta; Alberta Innovates; University of Alberta; Alberta Health Services","keywords":"Medicine; Anxiety; Depression (economics); Cross-sectional study; Mental health; Social support; Poisson regression; Psychiatry; Stressor; Comorbidity; Caregiver burden; Gerontology; Loneliness; Pandemic; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychology; Disease; Environmental health; Dementia; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000630818,0.0002815215,0.0002667486,0.0007597687,0.001071391,0.0007050346,0.0007209294,0.0003499093,0.0007206155],"category_scores_gemma":[0.001539061,0.000354747,0.0003307337,0.001269813,0.0004432457,0.0002707121,0.0006532336,0.0005920513,0.0001198502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003688365,"about_ca_system_score_gemma":0.003285697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.790749,"about_ca_topic_score_gemma":0.8783404,"domain_scores_codex":[0.9995551,0.000054443,0.00003641838,0.00006721191,0.0001551972,0.0001316847],"domain_scores_gemma":[0.9990153,0.00006663195,0.000310819,0.00003516917,0.0003198193,0.0002522049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001383042,0.00001808108,0.9989617,0.00001063856,0.00001562896,0.00003113403,0.0003278787,0.000008830348,0.00004781938,0.000003418102,0.0001238935,0.0004372325],"study_design_scores_gemma":[0.000001396818,0.00001774422,0.9988589,0.00001034093,0.00000525469,0.00004113421,0.0009481726,0.00002773749,0.000008060031,0.000001712689,0.00007773046,0.000001747373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985533,0.0002122569,0.00003018504,0.00003896869,0.000004035645,0.00004065406,0.000789408,0.000002534415,0.0003286932],"genre_scores_gemma":[0.998836,0.000218697,0.00008447504,0.00004812788,0.000003307294,0.00002348536,0.0006378341,9.206332e-7,0.0001471284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.790749,"threshold_uncertainty_score":0.4209666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427074161373716,"score_gpt":0.3765614191921601,"score_spread":0.3338540030547885,"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."}}