{"id":"W2502571277","doi":"10.1093/eurpub/ckw098","title":"Task shifting from physicians to nurses in primary care in 39 countries: a cross-country comparative study","year":2016,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":387,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Gesundheit; Semmelweis Egyetem; University of Toronto; University of Cyprus; B. Braun-Stiftung; Medical University Sofia; Cyprus University of Technology; Commonwealth Fund","keywords":"Workforce; Political science; Medicine; Thematic analysis; Scope of practice; Developed country; European union; Economic growth; Nursing; Health care; Business; Qualitative research; Sociology; Population; Economics; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01210475,0.0004320084,0.0009889628,0.004556153,0.001683486,0.002585861,0.0006467787,0.0009264457,0.002265506],"category_scores_gemma":[0.01601894,0.0007428699,0.001202594,0.007692629,0.001489891,0.002569819,0.002827431,0.0007472631,0.0002223581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279301,"about_ca_system_score_gemma":0.002768754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01984466,"about_ca_topic_score_gemma":0.03185928,"domain_scores_codex":[0.9925323,0.003647886,0.001427661,0.000796745,0.0006450893,0.0009503066],"domain_scores_gemma":[0.9823805,0.008870349,0.004792824,0.0007674624,0.002297682,0.0008911847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005659469,0.0004362994,0.8333321,0.006244178,0.001001021,0.001826021,0.12498,0.0002173958,0.0003422315,0.000803186,0.001053662,0.02919794],"study_design_scores_gemma":[0.00004645177,0.0005469949,0.8700851,0.002110025,0.0004150321,0.000666652,0.123516,0.00007764355,0.0001174522,0.0000854902,0.00229738,0.00003575067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946522,0.003331769,0.0001350459,0.0001172018,0.00001648354,0.0001440158,0.0004279398,0.000001706006,0.001173679],"genre_scores_gemma":[0.9969999,0.001878864,0.0003316155,0.0001572008,0.000007396517,0.0001941374,0.0003305798,0.000002133954,0.0000981027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984466,"threshold_uncertainty_score":0.06401682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08891931125094532,"score_gpt":0.4548647118371692,"score_spread":0.3659454005862239,"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."}}