{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01120377,0.001363622,0.002290159,0.001811362,0.00653294,0.005541736,0.007877773,0.06943312,0.02278425],"category_scores_gemma":[0.1203484,0.001001877,0.003091327,0.001871001,0.00858325,0.009408775,0.004555229,0.05336288,0.01098831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009527924,"about_ca_system_score_gemma":0.02599732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017184,"about_ca_topic_score_gemma":0.02917563,"domain_scores_codex":[0.9854745,0.007043371,0.001668892,0.001219088,0.003523112,0.001071048],"domain_scores_gemma":[0.8574258,0.09573051,0.007078243,0.001950404,0.0269098,0.01090516],"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":[0.00002992552,0.00001247762,0.00005252153,0.0004685746,0.00001049013,0.0002374488,0.0002810518,0.00003997998,0.00003594715,0.0009552921,0.9939528,0.003923574],"study_design_scores_gemma":[0.00009006062,0.00005368332,0.0004563656,0.0047215,0.00004370796,0.001074308,0.002562381,0.0001984991,0.0001271275,0.007395148,0.9831771,0.00009995611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007433425,0.001955976,0.00007717385,0.9242459,0.07274528,0.00002658332,0.000048138,0.00002313726,0.0008034888],"genre_scores_gemma":[0.001254224,0.00230011,0.000234656,0.9281708,0.06604753,0.0001030355,0.00002571838,0.00001783909,0.00184613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06943312,"threshold_uncertainty_score":0.07622093,"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."}}