{"id":"W4292198380","doi":"10.1111/phn.13123","title":"Public health in undergraduate nursing education and workforce readiness","year":2022,"lang":"en","type":"article","venue":"Public Health Nursing","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Victoria; Camosun College; McGill University; Lakehead University; Dalhousie University; McMaster University","funders":"","keywords":"Workforce; Public health; Public health nursing; Nursing; Nurse education; Health equity; Curriculum; Social determinants of health; Equity (law); Sociology; Medicine; Medical education; Political science; Pedagogy","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":[0.002973747,0.0001409151,0.0001591949,0.0008706117,0.002616872,0.003194071,0.0006604383,0.0006258302,0.009567212],"category_scores_gemma":[0.01262336,0.0001046256,0.0001762648,0.0008309081,0.001784566,0.001040343,0.003457696,0.001437334,0.00048931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173064,"about_ca_system_score_gemma":0.07036705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3288148,"about_ca_topic_score_gemma":0.5486063,"domain_scores_codex":[0.9978713,0.0003607402,0.00005280054,0.00007640443,0.0005260884,0.00111261],"domain_scores_gemma":[0.9906718,0.0008477987,0.0007250967,0.0001582824,0.001799075,0.005797976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004193234,0.0009035349,0.644504,0.0003120629,0.00002271898,0.0004034547,0.02045235,0.0003447954,0.0005539535,0.01854991,0.02459196,0.2893193],"study_design_scores_gemma":[0.000006549582,0.0001291459,0.8971205,0.0006703686,0.00001177886,0.0002037008,0.05082553,0.0002190877,0.0003408939,0.003685509,0.04676668,0.00002023917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.843531,0.002992591,0.0006179191,0.03522789,0.0003022768,0.0001999642,0.0003772753,0.00005542519,0.1166957],"genre_scores_gemma":[0.9923814,0.0008631389,0.0003262369,0.000961792,0.00002420578,0.00002982813,0.0001063833,0.000004957426,0.005301978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3288148,"threshold_uncertainty_score":0.6538018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606343144283566,"score_gpt":0.4286477348302269,"score_spread":0.2680134204018703,"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."}}