{"id":"W2942510199","doi":"10.5430/jnep.v9n8p65","title":"Integrating a learning outcomes assessment rubric into a deteriorating patient simulation for undergraduate nursing students","year":2019,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Queen's University","funders":"","keywords":"Rubric; Debriefing; Summative assessment; Competence (human resources); Medical education; Nurse education; Medicine; Nursing; Formative assessment; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118936,0.0001466906,0.0002923634,0.0003120194,0.0003755671,0.0001407635,0.00005852588,0.00007681397,0.00001565349],"category_scores_gemma":[0.002712992,0.0001312977,0.00008663223,0.0002304884,0.00002890598,0.0006898204,0.000008468571,0.0004352643,0.000002293581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044577,"about_ca_system_score_gemma":0.00123318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001948516,"about_ca_topic_score_gemma":4.179321e-7,"domain_scores_codex":[0.9980211,0.0003610235,0.0007671499,0.0001854358,0.0004994955,0.0001658106],"domain_scores_gemma":[0.9930868,0.003575669,0.001387302,0.0001343436,0.001647765,0.0001681761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009570464,0.002826696,0.4711603,0.0003139931,0.0001372262,0.000001363073,0.07879995,0.009411681,0.001332989,0.0005078711,0.0002110551,0.4343398],"study_design_scores_gemma":[0.006563711,0.004624626,0.4825862,0.01212202,0.001205852,0.001139486,0.4022326,0.08037583,0.0001444464,0.003855702,0.004581793,0.0005677128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623547,0.0003577731,0.01269924,0.0203407,0.002510851,0.000803994,3.866432e-7,0.00002068877,0.0009117359],"genre_scores_gemma":[0.9282795,0.00001822574,0.07037989,0.0008705212,0.0002569964,0.00001406303,0.00001316488,0.00002632388,0.0001413442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4337721,"threshold_uncertainty_score":0.5354165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877481475079566,"score_gpt":0.5385349295745104,"score_spread":0.4597601148237148,"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."}}