{"id":"W4295997842","doi":"10.2196/preprints.42731","title":"Nurse-Led Virtual Delivery of PIECES in Canadian Long-Term Care Homes to Support the Care of Older Adults Experiencing Behavioural Expressions During COVID-19: A Qualitative Descriptive Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Boredom; Long-term care; Loneliness; Isolation (microbiology); Anxiety; Social isolation; Medicine; Pandemic; Psychology; Gerontology; Nursing; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","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":[0.004553712,0.0004057623,0.0004968397,0.0007402608,0.008919262,0.00261497,0.002163428,0.0008674299,0.003094692],"category_scores_gemma":[0.009361544,0.0003594523,0.000381896,0.001111514,0.003779948,0.00128807,0.003469975,0.001514736,0.0002044482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02613879,"about_ca_system_score_gemma":0.04557948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6358866,"about_ca_topic_score_gemma":0.8419547,"domain_scores_codex":[0.9967712,0.001655312,0.0001240048,0.0002242461,0.0004577601,0.0007674575],"domain_scores_gemma":[0.9943389,0.002281522,0.0005690095,0.0001540608,0.001092259,0.001564265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007599081,0.0001548794,0.007677929,0.0004712056,0.000008382279,0.0008205325,0.9728425,0.0000447363,0.0004404493,0.000514478,0.002406685,0.01454231],"study_design_scores_gemma":[0.00001137747,0.0001363558,0.008817017,0.0004756263,0.0000122406,0.0001288941,0.9731277,0.00008946704,0.0001516239,0.00006106239,0.01696161,0.00002706881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894043,0.0009737291,0.0006195907,0.001567605,0.00008344118,0.0005945864,0.0003704299,0.0000215451,0.006364811],"genre_scores_gemma":[0.9918991,0.001178447,0.001674531,0.001040623,0.00001881081,0.0005214652,0.0001305363,0.00002384811,0.00351259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641134,"threshold_uncertainty_score":0.7325155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167848401653668,"score_gpt":0.4217229273657045,"score_spread":0.3700444433491678,"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."}}