{"id":"W2236212497","doi":"","title":"A Systematic Review of the Cost-Effectiveness of Clinical Nurse Specialists and Nurse Practitioners in Inpatient Roles.","year":2015,"lang":"en","type":"review","venue":"PubMed","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Alberta Health Services; McMaster University; Dalhousie University; Toronto Metropolitan University; McMaster University Medical Centre; Canadian Institute for Advanced Research; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Grading (engineering); Nursing; MEDLINE; Quality (philosophy); Medicine; Health care; Systematic review; Psychology; Family medicine; 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":[0.01725747,0.002118917,0.0133022,0.01342918,0.0008642837,0.003668922,0.001968387,0.002693068,0.007033472],"category_scores_gemma":[0.09107495,0.001450339,0.01300299,0.0138176,0.001116081,0.002909897,0.001665479,0.002195883,0.0004433222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007706156,"about_ca_system_score_gemma":0.01683584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237173,"about_ca_topic_score_gemma":0.035923,"domain_scores_codex":[0.9704328,0.01327114,0.00990763,0.001467997,0.004360022,0.0005604894],"domain_scores_gemma":[0.950611,0.03419619,0.01004094,0.0007030544,0.003907025,0.0005417215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004446325,0.00002063706,0.0007030151,0.9523542,0.02027418,0.00007174294,0.00008337325,0.0001317485,0.00007076559,0.0002170099,0.001159201,0.02446953],"study_design_scores_gemma":[0.001037032,0.0003861982,0.005029887,0.8384198,0.1411535,0.0003871038,0.0002631582,0.0001247652,0.0001553849,0.0004205188,0.01258303,0.00003979518],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001258559,0.9964623,0.0001785564,0.0002882144,0.0001897718,0.0004879222,0.0007186603,0.000005791067,0.0004102103],"genre_scores_gemma":[0.03044158,0.9647377,0.001581716,0.0007962205,0.0001329466,0.001615245,0.0005004097,0.000009092455,0.0001852171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01725747,"threshold_uncertainty_score":0.09126729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2080163722000733,"score_gpt":0.5313946823823285,"score_spread":0.3233783101822552,"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."}}