{"id":"W2769516683","doi":"10.5430/jnep.v8n3p103","title":"Effective patient safety education for novice RNs: A systematic review","year":2017,"lang":"en","type":"review","venue":"Journal of Nursing Education and Practice","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Missouri","keywords":"CINAHL; Thematic analysis; Patient safety; Health care; Relevance (law); Set (abstract data type); Psychology; Medical education; Inclusion (mineral); Resource (disambiguation); MEDLINE; Focus group; Medicine; Nursing; Computer science; Qualitative research; Psychological intervention; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002675988,0.0003342867,0.002209478,0.0004559325,0.0004713124,0.00009778138,0.000164795,0.0002484209,0.00002106424],"category_scores_gemma":[0.01986457,0.000261231,0.0004399459,0.0002492221,0.00005686682,0.0005540067,0.000011447,0.000628771,0.00001150411],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619814,"about_ca_system_score_gemma":0.01283463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001401775,"about_ca_topic_score_gemma":2.316856e-7,"domain_scores_codex":[0.9959355,0.001202835,0.00195886,0.000286336,0.0004337651,0.000182705],"domain_scores_gemma":[0.9801064,0.006926738,0.007647396,0.0006390256,0.004346874,0.0003336311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006924532,0.0007894008,0.000001350418,0.4732268,0.0001428551,4.426035e-7,0.001280382,8.632735e-8,2.74137e-8,0.00008107119,0.005430648,0.5189776],"study_design_scores_gemma":[0.000141061,0.0002552159,0.00001205711,0.5197465,0.009866789,0.004321718,0.001624954,0.000001238379,8.126535e-8,0.00004586886,0.4638661,0.0001184237],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001878794,0.9753827,0.0001270673,0.009482387,0.00536942,0.007617716,0.00001191949,0.00001151952,0.001995402],"genre_scores_gemma":[0.00006881368,0.9904526,0.00396819,0.002905251,0.001424107,0.0006099559,0.0001253412,0.00005844673,0.0003873087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5188592,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2063197305486731,"score_gpt":0.5823312962122895,"score_spread":0.3760115656636164,"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."}}