{"id":"W4390081962","doi":"10.1093/geroni/igad104.1867","title":"OLDER-ADULT PERSONAL SUPPORT WORKERS’ CONTRIBUTIONS DURING THE COVID-19 EMERGENCY RESPONSE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Qualitative research; Diversity (politics); Psychology; Coronavirus disease 2019 (COVID-19); Work (physics); Overtime; Nursing; Medicine; Gerontology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005025175,0.0003961301,0.0004171143,0.0007491223,0.01089611,0.002655157,0.001312033,0.001223013,0.002279387],"category_scores_gemma":[0.009734776,0.0003001427,0.0002446285,0.0006633776,0.005285343,0.001419245,0.005799124,0.00207868,0.0002197171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082274,"about_ca_system_score_gemma":0.01478769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1874843,"about_ca_topic_score_gemma":0.4302552,"domain_scores_codex":[0.9950575,0.002494762,0.0001532548,0.0002252667,0.0007220507,0.001347224],"domain_scores_gemma":[0.993049,0.002355662,0.0006966861,0.0001883922,0.001327276,0.002382891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003646774,0.00002839861,0.008920503,0.0001104658,0.000005869378,0.0007347297,0.9790391,0.00003173552,0.0003438876,0.0004424879,0.002641333,0.007665059],"study_design_scores_gemma":[0.00000210884,0.00003400504,0.005508954,0.0001214131,0.000003747294,0.000103986,0.9816274,0.00002711519,0.00006768169,0.00006420201,0.01242996,0.000009472154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878564,0.000853949,0.0004394822,0.003623083,0.0001667293,0.0001003851,0.0001117985,0.00001343085,0.006834759],"genre_scores_gemma":[0.9957646,0.0006177803,0.0003184262,0.0009120296,0.00003888633,0.00005619907,0.00003448905,0.000007948133,0.002249613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874843,"threshold_uncertainty_score":0.372786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589109508441216,"score_gpt":0.4267332930802779,"score_spread":0.3708421979958658,"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."}}