{"id":"W4406854097","doi":"10.1097/nne.0000000000001817","title":"Evaluating New Graduate Nurse Readiness for Practice","year":2025,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Nursing; Workforce; Feeling; Curriculum; Delegation; Medicine; Medical education; Psychology; Pedagogy","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":[0.0006471252,0.0002241972,0.0002300852,0.0002787745,0.0002925044,0.0001664949,0.0002855138,0.00008183559,0.0001225378],"category_scores_gemma":[0.002270331,0.0002351851,0.0001088681,0.0005308505,0.00005845428,0.0002921052,0.00001137742,0.0001862593,0.0001573241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679382,"about_ca_system_score_gemma":0.0005753485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002311387,"about_ca_topic_score_gemma":0.00001154594,"domain_scores_codex":[0.9982906,0.0001253186,0.0003526201,0.0004961158,0.0002881004,0.0004472758],"domain_scores_gemma":[0.9981987,0.0005004969,0.0001898178,0.00058208,0.0003420914,0.0001867625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003188369,0.0005144795,0.00006970679,0.00007915134,0.00004383455,2.977172e-7,0.003204512,0.000009790509,0.0004811615,0.008257269,0.761997,0.225024],"study_design_scores_gemma":[0.001445971,0.0002017024,0.0020209,0.0003324936,0.0005282545,0.000005820342,0.01727413,0.0003041838,0.00340753,0.00578093,0.9683831,0.0003150162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1145296,0.000905835,0.002552232,0.5520883,0.234159,0.003910834,0.00001526852,0.0007133728,0.09112556],"genre_scores_gemma":[0.3177919,0.00001280343,0.08271585,0.0362415,0.006058656,0.001055427,0.0001721369,0.0002112554,0.5557404],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5158468,"threshold_uncertainty_score":0.9590569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09309155762887995,"score_gpt":0.476817904276198,"score_spread":0.383726346647318,"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."}}