{"id":"W3027920221","doi":"10.1186/s12960-020-00478-8","title":"Mapping the peer-reviewed literature on accommodating nurses’ return to work after leaves of absence for mental health issues: a scoping review","year":2020,"lang":"en","type":"review","venue":"Human Resources for Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association; University of Ottawa; Dalhousie University; McGill University; University of Alberta","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Psychological intervention; Thematic analysis; Anxiety; Systematic review; Nursing; Burnout; Health administration; Psychology; Nursing research; Medicine; Qualitative research; Applied psychology; MEDLINE; Psychiatry; Public health; Clinical psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06820986,0.001813435,0.005195797,0.08326293,0.004072199,0.00923824,0.004497987,0.005346572,0.004714367],"category_scores_gemma":[0.2740681,0.001920894,0.003901835,0.05900065,0.003875605,0.01057736,0.007800712,0.002687767,0.001385163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008902927,"about_ca_system_score_gemma":0.05270322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007918754,"about_ca_topic_score_gemma":0.01685989,"domain_scores_codex":[0.9275087,0.02734227,0.02478168,0.002906058,0.01599477,0.001466626],"domain_scores_gemma":[0.650061,0.2566707,0.02860369,0.006291464,0.05623111,0.002142149],"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":[0.00006334131,0.00005687428,0.001354269,0.7520491,0.001071393,0.0007337144,0.01359538,0.0003382851,0.0006077404,0.003157086,0.008461721,0.2185112],"study_design_scores_gemma":[0.00001330323,0.00005432817,0.00114535,0.9467036,0.001580351,0.0002303191,0.006123556,0.0000916832,0.0001824592,0.0008385364,0.0430092,0.00002745873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007219387,0.969551,0.004094873,0.006214065,0.002096068,0.003055843,0.001204853,0.00007546795,0.006488441],"genre_scores_gemma":[0.02312178,0.9627495,0.007071547,0.001508765,0.0004402018,0.003458708,0.001037273,0.00005460933,0.0005576043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9167371,"threshold_uncertainty_score":0.3607326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1845667811811656,"score_gpt":0.5353452565672506,"score_spread":0.350778475386085,"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."}}