{"id":"W2610568821","doi":"10.1097/nnd.0000000000000338","title":"Enhancing Baccalaureate Nursing Students’ Perception of Competence and Confidence During an Alternative Dedicated Education Unit Experience","year":2017,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Nursing education and management","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Competence (human resources); Likert scale; Nursing; Medical education; Perception; Medicine; Psychology; Nurse education","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":[0.0005170585,0.0001584251,0.0002045332,0.0002520541,0.001101692,0.0001703869,0.0004725206,0.00006099467,0.00003543335],"category_scores_gemma":[0.0001901747,0.0001450537,0.0000282261,0.00006816658,0.0001994878,0.0007341652,0.0000611098,0.0002243463,0.000001815958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838148,"about_ca_system_score_gemma":0.0002443283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003097098,"about_ca_topic_score_gemma":0.0000274829,"domain_scores_codex":[0.9983464,0.00009933805,0.0005396032,0.0002840812,0.0004722774,0.0002582548],"domain_scores_gemma":[0.9986792,0.00005372142,0.0006040711,0.0002171357,0.0002982148,0.0001476816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002314338,0.005692419,0.3287148,0.0006020108,0.00009167487,0.00001004249,0.2095181,0.00006119837,0.172632,0.002030176,0.00282527,0.2755081],"study_design_scores_gemma":[0.0009358156,0.00009987471,0.9434871,0.004830299,0.00001837666,0.0000430372,0.02437349,0.0001017927,0.02185585,0.001434599,0.002619956,0.0001997986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171209,0.00005076235,0.00009936411,0.000553189,0.08157914,0.0004810928,0.000001239257,0.00001270764,0.0001016562],"genre_scores_gemma":[0.9843915,0.00002791567,0.00236503,0.00008856924,0.0001453527,0.00007162653,0.00001115064,0.00001688931,0.01288201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6147723,"threshold_uncertainty_score":0.8473432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357792751512925,"score_gpt":0.4326833624140923,"score_spread":0.3969040872627998,"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."}}