{"id":"W4393409942","doi":"10.1016/j.nedt.2024.106191","title":"The transition experiences of new nurse graduates participating in an emergency department pathway from undergraduate to 3 months post-pathway: An interpretive description study","year":2024,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Interior Health","funders":"","keywords":"Emergency department; Transition (genetics); Registered nurse; Nurse practitioners; Consistency (knowledge bases); Nursing; Psychology; Medicine; Medical education; Political science; Computer science; Health care; Chemistry","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":[0.000809281,0.0002022506,0.0002126724,0.0001568063,0.0005231083,0.00008421838,0.0002204306,0.0000893152,0.0004500518],"category_scores_gemma":[0.0002348474,0.0001546452,0.00004841355,0.0004184239,0.00003841551,0.0009721455,0.00001153717,0.0003373918,0.00005753203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569499,"about_ca_system_score_gemma":0.0009148652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004742575,"about_ca_topic_score_gemma":0.01058284,"domain_scores_codex":[0.9967301,0.001352647,0.0007669908,0.0004702453,0.0003131942,0.0003667695],"domain_scores_gemma":[0.9985667,0.0003679986,0.0002259442,0.0003842823,0.0002225456,0.0002324731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002964625,0.001208094,0.005774939,0.00002543507,0.00002471313,0.00000137071,0.8920634,0.00004626308,0.001868862,0.001006717,0.002037375,0.09564639],"study_design_scores_gemma":[0.0001971428,0.001101968,0.03774861,0.0006460767,0.0000556367,3.479987e-7,0.9501129,0.001245372,0.0007998191,0.005550227,0.002350295,0.0001915412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785717,0.0006211108,0.0003263494,0.01109807,0.007351593,0.001517747,0.00003295463,0.00008578145,0.0003947488],"genre_scores_gemma":[0.9961681,0.0000246342,0.0003548888,0.0001896004,0.0004528148,0.002050462,0.00009622004,0.00003120662,0.0006320708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09545485,"threshold_uncertainty_score":0.7169387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438563028517644,"score_gpt":0.4372981400262076,"score_spread":0.3829125097410311,"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."}}