{"id":"W2748777482","doi":"10.5430/jnep.v7n12p132","title":"Improvement work as a coursework requirement in nursing training can improve nursing competence","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Competence (human resources); Nursing; Nursing practice; Nurse education; Psychology; Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004818532,0.0004303712,0.000283241,0.0005359108,0.00151059,0.001382162,0.0009916731,0.001344641,0.005957609],"category_scores_gemma":[0.02176494,0.0002060705,0.0003995927,0.0002712288,0.001411426,0.0008647853,0.001998502,0.001634,0.001276748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115819,"about_ca_system_score_gemma":0.002957795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005193992,"about_ca_topic_score_gemma":0.001511326,"domain_scores_codex":[0.9945532,0.002780013,0.0002486588,0.0003436698,0.001328761,0.0007457434],"domain_scores_gemma":[0.9818707,0.008101409,0.003554153,0.001439198,0.00183957,0.003195002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006047231,0.0251236,0.1665677,0.002029155,0.00007050797,0.002067217,0.1102368,0.001941402,0.03095343,0.006408593,0.01494086,0.6390559],"study_design_scores_gemma":[0.0002557667,0.01896556,0.7267964,0.002296408,0.00009958411,0.004366173,0.09749699,0.005593076,0.02847813,0.006754849,0.1086327,0.0002643556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669356,0.0001966401,0.009114848,0.00290153,0.0001661977,0.0006150393,0.00004004624,0.0001701113,0.01985992],"genre_scores_gemma":[0.9777408,0.0002156977,0.01411472,0.0004078063,0.00006909127,0.0003913335,0.00006920106,0.00002543622,0.006965966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005957609,"threshold_uncertainty_score":0.02548313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260445163876635,"score_gpt":0.5418087839435264,"score_spread":0.4157642675558629,"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."}}