{"id":"W4310737683","doi":"10.1097/naq.0000000000000564","title":"The Creation of a Novel Undergraduate Nursing Employee/Student Hybrid Role in the COVID-19 Response","year":2022,"lang":"en","type":"article","venue":"Nursing Administration Quarterly","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Workforce; Nursing; Pandemic; Nurse education; Coronavirus disease 2019 (COVID-19); Absenteeism; Health care; Curriculum; Psychology; Medicine; Medical education; Pedagogy; Political science; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004721939,0.0001899034,0.0002507487,0.0001644775,0.00405898,0.00005102329,0.0004581945,0.00008953782,0.0000660662],"category_scores_gemma":[0.0003517627,0.000134316,0.00009078501,0.0004283758,0.0002117061,0.0001269886,0.00001683388,0.0009699988,0.000008518465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025442,"about_ca_system_score_gemma":0.002966513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003085021,"about_ca_topic_score_gemma":0.0003924972,"domain_scores_codex":[0.9923212,0.004754045,0.001076453,0.0003496231,0.000952645,0.0005460194],"domain_scores_gemma":[0.9954992,0.003075467,0.0005922517,0.0005186442,0.0001469277,0.0001675113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01785381,0.006778931,0.04922999,0.0003787228,0.00008484224,0.00008697911,0.6126562,0.0003950383,0.006725142,0.09097365,0.03281641,0.1820202],"study_design_scores_gemma":[0.00524634,0.006050196,0.1736677,0.002412613,0.00008788639,0.0001549302,0.7472419,0.002719533,0.0001054927,0.030469,0.03125282,0.0005915777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8121331,0.0004950265,0.001944204,0.1808142,0.001207837,0.001544013,0.0001359988,0.00007231638,0.00165333],"genre_scores_gemma":[0.9964969,0.00001365027,0.0001474181,0.001965142,0.000160329,0.0005509273,0.00009213095,0.00002435146,0.0005491947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1843638,"threshold_uncertainty_score":0.9972376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518322060789549,"score_gpt":0.4736588014661587,"score_spread":0.3984755808582632,"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."}}