{"id":"W6962827005","doi":"10.17605/osf.io/xwh45","title":"What is known about nurse retention in peri-and post- COVID-19 work environments: A scoping review of factors, strategies, and interventions.","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Work (physics); MEDLINE; Qualitative research; Nurse Administrator; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003208434,0.0005340436,0.001022454,0.0008623878,0.0001671682,0.003322558,0.001845653,0.0004313212,0.007102198],"category_scores_gemma":[0.00121917,0.0004781754,0.0001734547,0.002462501,0.002205693,0.002802659,0.001290233,0.0007790264,0.0005488031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004579116,"about_ca_system_score_gemma":0.001043111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007597991,"about_ca_topic_score_gemma":0.0003231331,"domain_scores_codex":[0.9956205,0.0002848009,0.0009381834,0.001653215,0.0009474988,0.0005558388],"domain_scores_gemma":[0.9973282,0.0001273718,0.0008603786,0.001243793,0.00004268195,0.0003975581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003829935,0.001996023,0.01334045,0.5011966,0.0008961219,0.0002574218,0.04329594,0.00001743206,0.00144943,0.03595728,0.3438808,0.05732947],"study_design_scores_gemma":[0.0002315957,0.0001078139,0.0009511802,0.9411323,0.0001782359,0.000008728241,0.005846748,0.000003151961,0.00001017302,0.001765144,0.04916303,0.0006019144],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001392825,0.962512,0.0004806323,0.001347711,0.001559905,0.006916402,0.0003628217,0.000101912,0.02532576],"genre_scores_gemma":[0.008601361,0.6673363,0.01462863,0.00392091,0.0002349402,0.0009059921,0.0003237884,0.00178452,0.3022636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4399356,"threshold_uncertainty_score":0.999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06271120104156365,"score_gpt":0.4125721537740414,"score_spread":0.3498609527324778,"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."}}