{"id":"W2014700008","doi":"10.1016/j.ecns.2011.09.035","title":"Perceptions and experiences of nursing students’ learning in high-fidelity simulation: An Ethnographic study","year":2011,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Perception; Ethnography; Psychology; Variety (cybernetics); Fidelity; Medical education; Nursing; Medicine; Computer science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001781255,0.0001855911,0.0005188663,0.0005568265,0.0001765216,0.00002499267,0.0001217802,0.0002389537,0.0001950132],"category_scores_gemma":[0.0006403333,0.0001980188,0.00007279624,0.0009185504,0.0004111212,0.0003661321,0.00001751323,0.0005931293,0.000002419988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147188,"about_ca_system_score_gemma":0.000128245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001965321,"about_ca_topic_score_gemma":0.00002597508,"domain_scores_codex":[0.9960617,0.0008819702,0.001719925,0.0005703525,0.0004915463,0.0002744803],"domain_scores_gemma":[0.9969568,0.001703244,0.000355691,0.0003728639,0.0003886397,0.0002228219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002564808,0.003091733,0.7102272,0.00001850914,0.000006207072,0.000001718607,0.1741747,0.09886521,0.000002778066,0.00002748029,3.229632e-7,0.01332763],"study_design_scores_gemma":[0.001787513,0.0007156726,0.6924369,0.0006363133,0.00003663257,6.897562e-7,0.1584451,0.1452467,0.000002164003,0.0005772376,3.144955e-7,0.0001147164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996854,0.00008124838,0.001172255,0.00008940068,0.0005365775,0.001060215,7.233203e-7,0.00007418847,0.0001313926],"genre_scores_gemma":[0.9984026,0.000005893474,0.001265362,0.00006500813,0.0001649987,0.00003970082,0.0000215751,0.00002515068,0.000009728977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04638148,"threshold_uncertainty_score":0.8074971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2319414992311205,"score_gpt":0.5577678293595741,"score_spread":0.3258263301284536,"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."}}