{"id":"W4310463232","doi":"10.2196/42731","title":"Nurse-Led Virtual Delivery of PIECES in Canadian Long-Term Care Homes to Support the Care of Older Adults Experiencing Responsive Behaviors During COVID-19: Qualitative Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Barrie Urology Group; McMaster University; Registered Nurses' Association of Ontario; Western University","funders":"Healthcare Excellence Canada","keywords":"Boredom; Dementia; Long-term care; Social isolation; Isolation (microbiology); Anxiety; Medicine; Gerontology; Pandemic; Qualitative research; Psychology; Loneliness; Focus group; Nursing; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004868016,0.0004281638,0.0005020895,0.0008092017,0.008880202,0.002202699,0.00228244,0.0007786613,0.002634],"category_scores_gemma":[0.009263014,0.0003518983,0.0004147734,0.001097579,0.003497863,0.001104121,0.003346889,0.001597258,0.0001607212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03165094,"about_ca_system_score_gemma":0.05241086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6524945,"about_ca_topic_score_gemma":0.8638881,"domain_scores_codex":[0.9963384,0.001766209,0.0001247478,0.0002634456,0.0005732882,0.0009339468],"domain_scores_gemma":[0.9942879,0.002013905,0.0005563262,0.0001689129,0.001427803,0.001545084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001376289,0.0002946644,0.01342908,0.0007409648,0.00001801201,0.001303685,0.954268,0.0000956802,0.000673343,0.0009290905,0.003683399,0.02442656],"study_design_scores_gemma":[0.00001909844,0.0001837516,0.01188025,0.0006029364,0.00001969474,0.0001785827,0.9673663,0.0001668708,0.0002139227,0.0001014284,0.01923167,0.00003555952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892914,0.00100082,0.0008135705,0.001281642,0.00007781744,0.0007545653,0.0004022347,0.0000218893,0.006356086],"genre_scores_gemma":[0.9927784,0.000987303,0.00162031,0.001061133,0.00001590837,0.0005715414,0.0001256601,0.000019787,0.002820051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3475055,"threshold_uncertainty_score":0.6991041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183441810414288,"score_gpt":0.4320578723362281,"score_spread":0.4002234542320852,"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."}}