{"id":"W2126131495","doi":"10.1186/1748-5908-5-34","title":"Interventions aimed at improving the nursing work environment: a systematic review","year":2010,"lang":"en","type":"review","venue":"Implementation Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Universiteit Maastricht; University of Alberta","keywords":"CINAHL; Psychological intervention; Medicine; Nursing; MEDLINE; Absenteeism; Inclusion (mineral); Intervention (counseling); Family medicine; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01337554,0.00190395,0.009199208,0.01304202,0.001223301,0.003161436,0.002686623,0.00246585,0.005126875],"category_scores_gemma":[0.04736938,0.001346653,0.006361996,0.01335308,0.001171694,0.003448368,0.001730982,0.001507894,0.000455393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006280815,"about_ca_system_score_gemma":0.02509475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008682361,"about_ca_topic_score_gemma":0.0305772,"domain_scores_codex":[0.9879497,0.004544744,0.003864476,0.0006479592,0.002653164,0.0003398678],"domain_scores_gemma":[0.9646955,0.02443288,0.006287967,0.0004812536,0.003508326,0.0005940264],"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":[0.0001447611,0.0000407051,0.0003089361,0.9595511,0.002695126,0.00007813781,0.0002490569,0.00006884691,0.0001262164,0.0001216156,0.0007729184,0.03584266],"study_design_scores_gemma":[0.0002978096,0.0002669663,0.002329978,0.9571986,0.02770481,0.0002149734,0.0004269744,0.00007166562,0.0001898053,0.000139471,0.01113034,0.00002868946],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001255249,0.9961898,0.0002456493,0.0002368525,0.0001469523,0.001366046,0.0002123492,0.00001353455,0.000333597],"genre_scores_gemma":[0.0105144,0.9854829,0.001332409,0.0003454812,0.00006610977,0.002000226,0.0001256408,0.000005024224,0.0001277579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01337554,"threshold_uncertainty_score":0.07073742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.220616358079287,"score_gpt":0.5752179113276191,"score_spread":0.3546015532483321,"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."}}