{"id":"W1779065566","doi":"10.21125/inted.2016.1479","title":"EXPLORING SIMULATION UTILIZATION AND SIMULATION EVALUATION PRACTICES AND APPROACHES IN UNDERGRADUATE NURSING EDUCATION","year":2016,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nurse education; Medical education; Nursing; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04129709,0.0002559937,0.0003791882,0.002441463,0.002671526,0.004253098,0.001179322,0.0005560139,0.0009154545],"category_scores_gemma":[0.08278226,0.0003459245,0.0003362807,0.002283024,0.002835037,0.001573476,0.003320035,0.0007791923,0.00008632512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01910742,"about_ca_system_score_gemma":0.03469365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1208574,"about_ca_topic_score_gemma":0.3073762,"domain_scores_codex":[0.954139,0.03489341,0.002492357,0.001026958,0.005487133,0.001961091],"domain_scores_gemma":[0.9213043,0.0555057,0.007302134,0.001830343,0.01039945,0.003658218],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002580468,0.0007113366,0.4180993,0.0008290042,0.00008683606,0.0002931578,0.3708696,0.001147231,0.001438954,0.001982401,0.0008696007,0.2034146],"study_design_scores_gemma":[0.00005921194,0.001263674,0.3904416,0.001784486,0.00008578932,0.0003278139,0.5793261,0.006673752,0.002165142,0.001216702,0.01652242,0.0001333428],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992273,0.00065776,0.002328204,0.001163407,0.00001361193,0.0003029329,0.00003568536,0.00001328823,0.003212123],"genre_scores_gemma":[0.9952694,0.0007163048,0.003401481,0.0001487347,0.000005059786,0.0001437627,0.00002484396,0.000004348371,0.0002860396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9587029,"threshold_uncertainty_score":0.2403079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5553737811688253,"score_gpt":0.483232143430227,"score_spread":0.07214163773859833,"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."}}