{"id":"W2610900749","doi":"10.1016/j.ijnurstu.2017.04.012","title":"Economic evaluation of nurse practitioner and clinical nurse specialist roles: A methodological review","year":2017,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Toronto Metropolitan University; Dalhousie University; McMaster University; Hôpital Maisonneuve-Rosemont; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Nursing; Economic evaluation; Medicine; Health care; Clinical nurse specialist; Quality (philosophy); MEDLINE; Cost effectiveness; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01853334,0.0003294568,0.002973414,0.0002894676,0.0003827746,0.00004235795,0.0006297172,0.0003536557,0.000294096],"category_scores_gemma":[0.01392008,0.0002293723,0.0008224569,0.00004757659,0.0004696639,0.0004693209,0.00006149842,0.001425172,0.00003508337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124585,"about_ca_system_score_gemma":0.001577431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001029167,"about_ca_topic_score_gemma":0.00001987576,"domain_scores_codex":[0.9887151,0.006565444,0.003220994,0.000324473,0.000948046,0.0002259514],"domain_scores_gemma":[0.9788964,0.006700904,0.01134394,0.0003221118,0.002628973,0.0001077088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001068745,0.0001994973,0.0001293153,0.003174623,0.002456879,0.00001338976,0.0006335613,8.115877e-7,4.314435e-8,0.0005439191,0.04542375,0.9473174],"study_design_scores_gemma":[0.0006017936,0.0001467706,0.0004084321,0.2542485,0.008519996,0.0002203564,0.001570201,0.000003779082,3.860817e-8,0.001760354,0.7323671,0.0001527117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003466511,0.9712297,0.00002824105,0.006520486,0.01497594,0.0007343768,0.00005714682,0.000007698704,0.006411734],"genre_scores_gemma":[0.0000369989,0.9934182,0.001386867,0.0001812228,0.004590101,0.00002635619,0.00001928181,0.00002954789,0.0003114381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9471647,"threshold_uncertainty_score":0.9943861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7944944899757937,"score_gpt":0.7470657007666439,"score_spread":0.04742878920914984,"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."}}