{"id":"W4205258380","doi":"10.12927/cjnl.2021.26690","title":"Commentary – Transition to Practice: Future Considerations for New Graduate Nurses","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Resilience and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth; Kamloops Art Gallery; Thompson Rivers University","funders":"","keywords":"Workload; Psychological intervention; Nursing; Pandemic; Coronavirus disease 2019 (COVID-19); Nurse educator; Health care; Task (project management); Psychology; Medical education; Nurse education; Public relations; Political science; Medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001513663,0.0001151682,0.0001385818,0.0000597086,0.0002521396,0.00005053707,0.00005176977,0.00009128096,0.0003008539],"category_scores_gemma":[0.00007242617,0.0001260445,0.00006623619,0.0001612777,0.00005238216,0.0001835317,0.000001924712,0.000175734,0.0001062459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262085,"about_ca_system_score_gemma":0.0001460729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008247419,"about_ca_topic_score_gemma":0.00008411667,"domain_scores_codex":[0.9987913,0.0001768347,0.0001883456,0.0003077411,0.0001516031,0.0003842115],"domain_scores_gemma":[0.9990813,0.0003495833,0.00004676886,0.0002231477,0.00008427639,0.0002149341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002417544,0.00037611,0.00001134492,0.00002946569,0.00002578858,0.00002964879,0.07393654,0.00001200387,0.0006822289,0.006210308,0.8227094,0.09573535],"study_design_scores_gemma":[0.002621439,0.0008635657,0.002294059,0.0004750034,0.0002152485,0.0007202422,0.7193056,0.0000219264,0.00615525,0.01021899,0.2566675,0.0004410974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01638874,0.0009515927,0.005850096,0.9642926,0.006302427,0.0007037898,0.00002913625,0.00008293046,0.005398613],"genre_scores_gemma":[0.7085883,0.00001999258,0.02661507,0.2553245,0.003220772,0.0001018469,0.0001932596,0.00004892061,0.005887259],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7089681,"threshold_uncertainty_score":0.5139947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3034291954974422,"score_gpt":0.460729816889615,"score_spread":0.1573006213921727,"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."}}