{"id":"W2069906295","doi":"10.1155/2014/896587","title":"A Systematic Review of the Cost-Effectiveness of Nurse Practitioners and Clinical Nurse Specialists: What Is the Quality of the Evidence?","year":2014,"lang":"en","type":"review","venue":"Nursing Research and Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; SickKids Foundation; Université de Montréal; University of Victoria; Hospital for Sick Children; Registered Nurses' Association of Ontario; University of Calgary; Western University; University of Toronto; Toronto Metropolitan University; Dalhousie University; McMaster University; Fraser Health; Hôpital Maisonneuve-Rosemont","funders":"Ontario Ministry of Health and Long-Term Care; Health Canada; Canadian Foundation for Healthcare Improvement","keywords":"Algorithm; Medicine; Computer science; Machine learning; Artificial intelligence; Database","routes":{"ca_aff":true,"ca_fund":true,"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":[0.07231325,0.002561804,0.02066251,0.01481924,0.001478163,0.007157938,0.004252105,0.005931831,0.004471232],"category_scores_gemma":[0.35569,0.002684485,0.01548848,0.01432122,0.003208486,0.006452066,0.0025335,0.003384653,0.0003784713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0144754,"about_ca_system_score_gemma":0.02488638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520563,"about_ca_topic_score_gemma":0.034349,"domain_scores_codex":[0.8507271,0.07485427,0.0485049,0.00634076,0.01805098,0.00152193],"domain_scores_gemma":[0.6224589,0.293181,0.05704195,0.00507054,0.02038983,0.001857877],"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":[0.0004854604,0.00001713118,0.001332876,0.9510677,0.02833248,0.00008502085,0.0001402032,0.0001257635,0.00007313713,0.0002866377,0.00105737,0.01699628],"study_design_scores_gemma":[0.0008422071,0.0002265306,0.004301938,0.8818827,0.1038794,0.0002630652,0.0002450936,0.0001698928,0.000139794,0.0007111757,0.007298246,0.00003985159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001455263,0.995524,0.0003213455,0.00105909,0.0003485603,0.0005873199,0.0004234042,0.00001080676,0.0002701867],"genre_scores_gemma":[0.06952331,0.9184893,0.003956229,0.002964644,0.0004296405,0.003923447,0.00051663,0.00002503146,0.0001717291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07231325,"threshold_uncertainty_score":0.3824336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4690596846626139,"score_gpt":0.6852875323365724,"score_spread":0.2162278476739585,"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."}}