{"id":"W4414039460","doi":"10.24124/2024/30540","title":"Care aides’ job satisfaction affected by COVID-19 pandemic in long-term care settings in northern British Columbia","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Job satisfaction; Term (time); Long-term care; Nursing; 2019-20 coronavirus outbreak; Medicine; Psychology; Family medicine; Virology; Social psychology; Internal medicine","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":[0.00240863,0.000194791,0.0006999276,0.002262929,0.002383827,0.002545379,0.000487285,0.0004129044,0.001235826],"category_scores_gemma":[0.00909321,0.0001844404,0.0004098823,0.008120264,0.0009133261,0.0006241591,0.001203548,0.0005750741,0.00006489337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01279114,"about_ca_system_score_gemma":0.02324428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7677804,"about_ca_topic_score_gemma":0.8934636,"domain_scores_codex":[0.9984433,0.0005746988,0.0002446243,0.0001121516,0.0003671472,0.00025806],"domain_scores_gemma":[0.9952814,0.001888491,0.0007932475,0.00005931923,0.001498258,0.0004791839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006913408,0.0002325642,0.4915876,0.05749102,0.001263341,0.002936579,0.1377574,0.0005729632,0.0009455417,0.0008731335,0.01986969,0.2857788],"study_design_scores_gemma":[0.00003911571,0.0001266144,0.8135206,0.01547772,0.0004766128,0.0003280192,0.1512408,0.00008734427,0.0001634907,0.0001292799,0.01835162,0.00005881727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972153,0.08789631,0.00008595565,0.003051947,0.00009416571,0.0001527535,0.001980042,0.000008784441,0.009514769],"genre_scores_gemma":[0.9655091,0.03244298,0.0001362129,0.0007713371,0.00001011751,0.000118679,0.0003882101,0.000001931306,0.0006215513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2322196,"threshold_uncertainty_score":0.4671744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391616919678822,"score_gpt":0.365109149216009,"score_spread":0.3511929800192207,"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."}}