{"id":"W2001734519","doi":"10.2202/1548-923x.1802","title":"Successful Transition of the New Graduate Nurse","year":2009,"lang":"en","type":"article","venue":"International Journal of Nursing Education Scholarship","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Bow Valley College; Mount Royal University; College & Association of Registered Nurses of Alberta; Royal College of Physicians and Surgeons of Canada; Alberta Health Services; University of Calgary; Athabasca University","funders":"","keywords":"Workforce; Work (physics); Transition (genetics); Nurse practitioners; Nursing; Nurse educator; Medical education; Process (computing); Psychology; Medicine; Public relations; Nurse education; Health care; Political science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035212,0.00009294273,0.0001534498,0.0002177941,0.0002024309,0.00004656809,0.0005591639,0.00009510403,0.0002173947],"category_scores_gemma":[0.0005766639,0.00006865795,0.0001263212,0.0002138207,0.00004849911,0.0008670639,0.000004505619,0.0008565598,0.00001805765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969561,"about_ca_system_score_gemma":0.001435318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002103788,"about_ca_topic_score_gemma":0.000002592826,"domain_scores_codex":[0.9978639,0.0004722427,0.0006913571,0.00009641668,0.0007259034,0.0001501139],"domain_scores_gemma":[0.9968565,0.0002390929,0.001211314,0.0001643388,0.001416435,0.0001123471],"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":[0.001530735,0.00228679,0.03370706,0.00003703668,0.0001593525,0.000004341463,0.04467157,0.0001642018,0.01182655,0.01186149,0.1101871,0.7835638],"study_design_scores_gemma":[0.001720744,0.0002662113,0.8334606,0.008048585,0.000213046,0.0002494785,0.01427585,0.00001895818,0.004092249,0.1137035,0.0237423,0.000208496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8235746,0.0004124681,0.0006881629,0.1521959,0.01447354,0.0001601645,0.000005360152,0.0000114611,0.008478307],"genre_scores_gemma":[0.9946653,0.00004225922,0.001113085,0.001917364,0.001529417,9.008095e-7,0.000004666133,0.000007466686,0.0007195026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7997535,"threshold_uncertainty_score":0.3721374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299199783448083,"score_gpt":0.521522706615215,"score_spread":0.3916027282704068,"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."}}