{"id":"W4317851370","doi":"10.1371/journal.pone.0280726","title":"A global perspective of advanced practice nursing research: A review of systematic reviews protocol","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"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","funders":"Fonds de Recherche du Québec - Santé; Faculty of Medicine and Health, University of Sydney; McGill University","keywords":"Systematic review; Protocol (science); Perspective (graphical); Medicine; MEDLINE; Nursing; Data science; Computer science; Alternative medicine; Biology; Pathology","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":[0.1159879,0.008288423,0.02500324,0.03267166,0.00572838,0.01168913,0.007058195,0.009777794,0.07829753],"category_scores_gemma":[0.1499578,0.009776778,0.01832539,0.03355745,0.007316383,0.01588397,0.00957378,0.01163325,0.01068071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02415614,"about_ca_system_score_gemma":0.09102641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007893444,"about_ca_topic_score_gemma":0.01522405,"domain_scores_codex":[0.9127212,0.03656283,0.03008584,0.006671633,0.01059169,0.003366792],"domain_scores_gemma":[0.9034582,0.03321056,0.01991929,0.006769364,0.03254009,0.004102367],"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":[0.003708397,0.0003012287,0.0009249756,0.9298549,0.002695117,0.0004500943,0.002224535,0.0007662141,0.0008731774,0.005359366,0.02361169,0.0292303],"study_design_scores_gemma":[0.02329756,0.001865618,0.006096467,0.7953007,0.01235918,0.0006329322,0.005186241,0.0016032,0.001741,0.009378616,0.1419777,0.0005607569],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003211954,0.003723994,0.001383252,0.0005819265,0.0002618303,0.989338,0.003768141,0.00008738573,0.0005341833],"genre_scores_gemma":[0.000365632,0.0014272,0.003499516,0.000227637,0.00002333162,0.9939066,0.0003617586,0.00001109484,0.0001771759],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1159879,"threshold_uncertainty_score":0.6134099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7127103293119371,"score_gpt":0.6606956275751105,"score_spread":0.05201470173682665,"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."}}