{"id":"W4328108633","doi":"10.1016/j.iccn.2023.103431","title":"The impact of a three-tiered model of nursing redeployment during the COVID-19 pandemic: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Burnout; Pandemic; Intensive care; Nursing; Medicine; Intensive care unit; Cross-sectional study; CLARITY; Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01032563,0.0003997994,0.0003733512,0.0005989279,0.001847037,0.002919133,0.001257767,0.001496571,0.002088816],"category_scores_gemma":[0.017534,0.000670811,0.001140397,0.0005814643,0.001648333,0.002881407,0.002675009,0.003112229,0.0002969384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345415,"about_ca_system_score_gemma":0.005708158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03867052,"about_ca_topic_score_gemma":0.05642007,"domain_scores_codex":[0.994266,0.003028502,0.0003956604,0.0005175627,0.0006310855,0.001161252],"domain_scores_gemma":[0.9895093,0.002099648,0.003676004,0.0009914612,0.001221653,0.002501904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602536,0.001157025,0.9937982,0.00001128099,0.00007435725,0.00002792085,0.002576783,0.0001092527,0.00005012838,0.0002015748,0.0001613146,0.001671856],"study_design_scores_gemma":[0.00001663126,0.001019833,0.984328,0.00003608113,0.00003759806,0.00004922641,0.01312278,0.0008631063,0.00004515624,0.0001526885,0.0003126652,0.00001619259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990508,0.0000548678,0.0001147975,0.0002543563,0.00001197293,0.00006935734,0.00007640426,0.000001731852,0.0003657402],"genre_scores_gemma":[0.9992713,0.0000433636,0.000194099,0.0001384506,0.000005663378,0.00005801645,0.00009861864,0.000002158944,0.0001883861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03867052,"threshold_uncertainty_score":0.07689089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2662167943986083,"score_gpt":0.5444873890552555,"score_spread":0.2782705946566472,"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."}}