{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007365425,0.0002227897,0.0002797652,0.001300165,0.0004556982,0.0009505189,0.0006712622,0.000509374,0.003984517],"category_scores_gemma":[0.02864536,0.0001565329,0.0004858877,0.0004947822,0.0004638722,0.001029569,0.001425237,0.0005979816,0.0008596826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000896627,"about_ca_system_score_gemma":0.002025583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860903,"about_ca_topic_score_gemma":0.004780621,"domain_scores_codex":[0.996466,0.001122333,0.000556017,0.000149699,0.001316114,0.0003896885],"domain_scores_gemma":[0.9810494,0.004114196,0.004368489,0.0004962357,0.006279377,0.003692328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141589,0.0004590833,0.9564055,0.0001654332,0.00002863107,0.00008629054,0.001860216,0.0001801953,0.0002897974,0.00005874624,0.001299598,0.03905228],"study_design_scores_gemma":[0.00001666382,0.001592636,0.9867159,0.0001884041,0.00001356757,0.0002157542,0.006879178,0.0004746422,0.0004383563,0.00008269737,0.003363104,0.00001906783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904624,0.0002989639,0.0006428446,0.0005082857,0.00003933539,0.0005220126,0.0002884107,0.00003802379,0.007199858],"genre_scores_gemma":[0.995658,0.0002890846,0.002027509,0.0001505617,0.00001668224,0.0004715638,0.0004224201,0.000008235135,0.000955836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007365425,"threshold_uncertainty_score":0.03895253,"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."}}