{"id":"W4234588863","doi":"10.11124/jbisrir-2006-359","title":"A systematic review of evidence on the professional practice of the nurse and developing and sustaining a healthy work environment in healthcare","year":2006,"lang":"en","type":"review","venue":"JBI Library of Systematic Reviews","topic":"Nursing education and management","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"CINAHL; Checklist; MEDLINE; Nursing; Variety (cybernetics); Quality (philosophy); Health care; Systematic review; Psychology; Medicine; Medical education; Nursing literature; Psychological intervention; Alternative medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007124116,0.0004539308,0.005343757,0.0002126301,0.000103353,0.00003356719,0.0005977203,0.000131833,0.000007973238],"category_scores_gemma":[0.004519845,0.000196172,0.0003698697,0.0008202579,0.0001476622,0.0002935164,0.0001266585,0.0003934618,0.000004550348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909434,"about_ca_system_score_gemma":0.0002882015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962168,"about_ca_topic_score_gemma":6.46482e-7,"domain_scores_codex":[0.9830775,0.0104142,0.005179592,0.0004098208,0.0006728853,0.0002460378],"domain_scores_gemma":[0.9845569,0.005682461,0.008414675,0.001230497,0.00005294533,0.00006249741],"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":[0.00001159824,0.00008226508,0.000008886374,0.9853452,0.00005107722,6.504436e-7,0.0007573524,7.007968e-8,2.071333e-8,0.001694692,0.003906688,0.008141464],"study_design_scores_gemma":[0.00006105079,0.00007156041,0.00001593955,0.9184339,0.001259355,0.00002352642,0.0006695635,0.000001013983,2.749602e-7,0.00004304332,0.07926849,0.0001522955],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002926838,0.9480726,0.00000446166,0.02282704,0.0006422119,0.02831828,0.000004876398,0.000008732719,0.000118858],"genre_scores_gemma":[0.0000264641,0.9943045,0.0006886472,0.0021801,0.00002899995,0.002162486,0.000007257485,0.00004363874,0.0005578473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0753618,"threshold_uncertainty_score":0.7999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279553024971881,"score_gpt":0.4109347041028087,"score_spread":0.2829794016056206,"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."}}