{"id":"W2985348101","doi":"10.11124/jbisrir-2016-003037","title":"Nursing student patient safety errors in the practice domain: a scoping review protocol of the quantitative and qualitative evidence","year":2017,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Cambrian College","funders":"","keywords":"Harm; Patient safety; Near miss; Nursing; Medicine; Health care; Protocol (science); Medical emergency; Psychology; Alternative medicine; Forensic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04093905,0.0004058759,0.003175794,0.0001018173,0.0008309493,0.0000103332,0.0005392006,0.00007769215,0.00003757968],"category_scores_gemma":[0.01431195,0.0001650729,0.0002814605,0.0004000854,0.0003557313,0.0005001901,0.000286596,0.0005302838,0.000003923138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560608,"about_ca_system_score_gemma":0.0009185199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695673,"about_ca_topic_score_gemma":0.0001227937,"domain_scores_codex":[0.9615533,0.02833068,0.008246684,0.0004694064,0.001106515,0.0002934168],"domain_scores_gemma":[0.9605451,0.008746546,0.02830325,0.001966902,0.0003689022,0.000069341],"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":[0.00001246126,0.00006479504,0.00001728257,0.9257052,0.00007520363,0.000003866322,0.05753988,6.440047e-8,2.044012e-7,0.0008098624,0.0005563712,0.01521481],"study_design_scores_gemma":[0.0001797905,0.00008657511,0.00004885404,0.8220214,0.001252531,0.00007664551,0.05195224,3.731772e-7,1.268603e-7,0.00004192843,0.1242091,0.0001303577],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005698567,0.641796,0.0001673216,0.0009294396,0.0001526454,0.3567305,0.0000682443,0.000003036541,0.0001471219],"genre_scores_gemma":[0.00001863045,0.7816923,0.0004796201,0.0003409266,0.00001666916,0.2173599,0.00006539749,0.00001539232,0.00001119509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1398963,"threshold_uncertainty_score":0.9939909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4938288213429157,"score_gpt":0.6798705317462592,"score_spread":0.1860417104033435,"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."}}