{"id":"W4412578204","doi":"10.17483/wq6drn68","title":"Exploring the Influence of Clinical Externships on Newly Graduated Nurses’ Transition to Practice","year":2025,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Trent University","funders":"","keywords":"Transition (genetics); Clinical Practice; Psychology; Medical education; Nursing; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002506495,0.0002304768,0.0003700436,0.0004994097,0.0002720032,0.0000762171,0.0002927908,0.0001000503,0.00001235297],"category_scores_gemma":[0.002827517,0.0001974463,0.00009207812,0.001206956,0.0001093566,0.001831972,0.0000135251,0.0004759383,0.00005267384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006901872,"about_ca_system_score_gemma":0.0002955544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003182746,"about_ca_topic_score_gemma":0.00008010516,"domain_scores_codex":[0.9953973,0.001419213,0.001952758,0.0003754385,0.0005189957,0.0003362854],"domain_scores_gemma":[0.9964315,0.001664448,0.0006184994,0.0005904499,0.0005685622,0.0001265386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001443074,0.00248515,0.002562671,0.0004336201,0.0000193264,1.775803e-7,0.08800731,0.03381512,0.0002785759,0.03125374,0.003256485,0.8364447],"study_design_scores_gemma":[0.001922023,0.0007821658,0.2757252,0.01130862,0.0001000964,0.000006368284,0.133348,0.0006520309,0.00633257,0.006909395,0.5622092,0.0007043211],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8442388,0.00007197574,0.003559365,0.1410213,0.00823613,0.00128397,0.000007676886,0.00008965183,0.001491211],"genre_scores_gemma":[0.9882265,0.0001409372,0.003072104,0.007543876,0.0002373171,0.0003574202,0.0000814173,0.00001857885,0.0003218772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8357404,"threshold_uncertainty_score":0.8051625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443780809780127,"score_gpt":0.5125282826280442,"score_spread":0.3681502016500315,"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."}}