{"id":"W4403467153","doi":"10.56367/oag-044-11678","title":"A call to action: Supporting our nursing workforce through improved transition to practice","year":2024,"lang":"en","type":"article","venue":"Open Access Government","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Call to action; Workforce; Action (physics); Nursing; Transition (genetics); Business; Medicine; Political science; Chemistry; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0160154,0.0008841383,0.0008096969,0.001396653,0.01598608,0.01155104,0.003246679,0.01791615,0.02250543],"category_scores_gemma":[0.04901673,0.0005921718,0.001797657,0.0008627027,0.007464677,0.01581053,0.01800607,0.02092344,0.007012553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008738467,"about_ca_system_score_gemma":0.07836738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319357,"about_ca_topic_score_gemma":0.07397787,"domain_scores_codex":[0.9803791,0.008275641,0.0006767028,0.0007418714,0.003949663,0.005977094],"domain_scores_gemma":[0.9210001,0.008928353,0.00230072,0.001914635,0.007378984,0.05847728],"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":[0.0001161345,0.0007921832,0.003091707,0.0005464321,0.00004541685,0.0004521024,0.01323121,0.0001222472,0.0005650393,0.005591695,0.7806187,0.1948271],"study_design_scores_gemma":[0.0002341361,0.0009818646,0.01859065,0.004405005,0.0001191582,0.001105062,0.07587276,0.000424974,0.0009958583,0.02971191,0.8673074,0.000251274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006214681,0.004132586,0.001319208,0.9650294,0.01054844,0.00009105849,0.00006682866,0.0002831506,0.01231474],"genre_scores_gemma":[0.1639884,0.01787259,0.01841565,0.7513903,0.008906502,0.0007618455,0.0003070128,0.000390314,0.03796748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0319357,"threshold_uncertainty_score":0.0846985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3180586389033054,"score_gpt":0.5677399843206776,"score_spread":0.2496813454173722,"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."}}