{"id":"W3043913623","doi":"10.1016/j.outlook.2020.06.002","title":"Effectiveness for introducing nurse practitioners in six long-term care facilities in Québec, Canada: A cost-savings analysis","year":2020,"lang":"en","type":"article","venue":"Nursing Outlook","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont; Université du Québec en Outaouais","funders":"","keywords":"Observational study; Medicine; Term (time); Long-term care; Nursing; Descriptive statistics; District nurse; Health care; Cost–benefit analysis; Medical emergency; Emergency medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005895764,0.0002386745,0.0005971881,0.0002828739,0.0004474803,0.00003444289,0.00018389,0.0001784113,0.000169035],"category_scores_gemma":[0.000945352,0.000249177,0.00009952815,0.0007596546,0.0000717717,0.0003547135,0.0000177201,0.0007595433,0.00001092625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101378,"about_ca_system_score_gemma":0.002266539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6998689,"about_ca_topic_score_gemma":0.9568242,"domain_scores_codex":[0.9971824,0.0007569565,0.0005476077,0.0005808868,0.0002754787,0.0006566935],"domain_scores_gemma":[0.9971837,0.001869844,0.0002960545,0.0002686957,0.0002016627,0.0001800817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560981,0.0001328876,0.8347002,0.002026047,0.000169004,0.00003391531,0.1364383,0.003080821,0.0003591294,0.0001043195,0.005935096,0.01545927],"study_design_scores_gemma":[0.003915989,0.0002500919,0.7802582,0.003751849,0.0007889662,0.000002490195,0.169809,0.002084434,0.0002968296,0.00005260456,0.03806019,0.0007293578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557922,0.001368307,0.000974318,0.03641884,0.0012303,0.002184893,0.0001442432,0.00008266661,0.001804265],"genre_scores_gemma":[0.9978608,0.00001539783,0.0002119109,0.000717034,0.0002621555,0.0003226864,0.0001648681,0.00003504619,0.0004101386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2569553,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183953949334084,"score_gpt":0.3894485502864323,"score_spread":0.3576090107930915,"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."}}