{"id":"W2012548484","doi":"10.1111/j.1365-2648.2006.03940.x","title":"Effectiveness of continuing education programmes in nursing: literature review","year":2006,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Cape Breton University","funders":"","keywords":"CINAHL; Continuing education; Competence (human resources); Nursing; Nurse education; Continuing professional development; Medicine; Lifelong learning; Professional development; Health care; MEDLINE; Medical education; Psychology; Political science; Pedagogy; Psychological intervention","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00132859,0.0005121017,0.002623126,0.00126008,0.00005055538,0.00008466141,0.0003992813,0.0002518441,0.000003768462],"category_scores_gemma":[0.0003365227,0.0004465527,0.0007407548,0.001609086,0.0001376657,0.0004658778,0.00001044669,0.0009189904,0.000001453618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155767,"about_ca_system_score_gemma":0.0002801918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001702707,"about_ca_topic_score_gemma":4.299607e-7,"domain_scores_codex":[0.9958576,0.0009150638,0.001960991,0.0003716217,0.0004858767,0.0004088634],"domain_scores_gemma":[0.9954644,0.0003520551,0.003086668,0.0003948518,0.0005850124,0.0001169493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001080002,0.001129081,0.000002039246,0.1030021,0.0000248524,0.000007252939,0.0004104335,0.00001025683,0.00001495088,0.0001485423,0.004564496,0.890578],"study_design_scores_gemma":[0.0003273046,0.0001833096,0.00004128584,0.5975674,0.0007852194,0.0002218453,0.0001931293,4.272952e-7,0.00003461536,0.0005967025,0.3998255,0.0002233296],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005084683,0.9826249,0.00007129554,0.0002964569,0.01396813,0.001796735,0.000004247138,0.00002333117,0.001163987],"genre_scores_gemma":[0.0001249586,0.9956104,0.003344044,0.00003604437,0.0004666479,0.00004178698,0.00007744251,0.00009076071,0.0002079343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8903547,"threshold_uncertainty_score":0.9997986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186175686766341,"score_gpt":0.3982810734994965,"score_spread":0.3864193166318331,"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."}}