{"id":"W941322249","doi":"10.1097/01.naj.0000470382.49287.02","title":"A Diverse Workforce","year":2015,"lang":"en","type":"letter","venue":"AJN American Journal of Nursing","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AXYS Technologies (Canada)","funders":"","keywords":"Workforce; Scholarship; Coursework; Nursing; Reimbursement; Work (physics); Ethnic group; Health care; Medicine; Medical education; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003414361,0.0005558676,0.0005832844,0.0005386978,0.009746606,0.002786206,0.001289748,0.008572544,0.03775747],"category_scores_gemma":[0.006293897,0.0003141297,0.0004467517,0.0003211918,0.002459379,0.004910902,0.007726562,0.01005609,0.01204523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002147271,"about_ca_system_score_gemma":0.005013449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00553511,"about_ca_topic_score_gemma":0.01547442,"domain_scores_codex":[0.9966866,0.0008162488,0.0001443017,0.0004526635,0.0008038297,0.001096369],"domain_scores_gemma":[0.9953478,0.0007160327,0.0001928643,0.0002833727,0.0005714751,0.002888536],"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":[0.00003854135,0.0002947479,0.008719435,0.0001410072,0.00001771517,0.01334734,0.003088252,0.00006145267,0.001050214,0.01382261,0.8895826,0.06983607],"study_design_scores_gemma":[0.0000274349,0.0002153459,0.005985986,0.0005978488,0.000007014127,0.01751761,0.01075349,0.0001643987,0.00009599586,0.01478306,0.9498252,0.00002659924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01712516,0.004038414,0.001094229,0.8549572,0.01846372,0.0001322941,0.0001244255,0.0001636474,0.1039009],"genre_scores_gemma":[0.06236394,0.002422145,0.000895616,0.8773102,0.006969047,0.0001337258,0.0001114048,0.00004665646,0.04974729],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03775747,"threshold_uncertainty_score":0.1263114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278100091797494,"score_gpt":0.4822366394743333,"score_spread":0.3544266302945839,"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."}}