{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007135343,0.0001630523,0.0001725792,0.000513529,0.0001155977,0.00006778815,0.00003217953,0.0001103789,0.00001643593],"category_scores_gemma":[0.002173051,0.000140647,0.0000177627,0.0004892562,0.00007897584,0.001645902,0.00001269454,0.0001291751,0.000003921257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005705854,"about_ca_system_score_gemma":0.0003197505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005137352,"about_ca_topic_score_gemma":0.00000496725,"domain_scores_codex":[0.9985058,0.00005231147,0.0004316083,0.0004420874,0.0003791747,0.0001890556],"domain_scores_gemma":[0.9978108,0.0005527746,0.0004533585,0.0001026016,0.0009593481,0.0001211354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003039791,0.0002381721,0.4255413,0.0003512574,0.00001680159,1.541316e-7,0.009283875,0.005301855,0.001595715,0.001794642,0.00001774463,0.5555545],"study_design_scores_gemma":[0.001111771,0.0001075394,0.3860354,0.001718505,0.00009146489,0.00001048169,0.006733452,0.5989521,0.001111925,0.003844529,0.000113356,0.0001695719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886921,0.0004418091,0.001403271,0.00732203,0.0002277104,0.001180198,0.000001023312,0.0000902727,0.000641605],"genre_scores_gemma":[0.998409,0.0001347185,0.000829849,0.0001038458,0.0002085931,0.0002042075,0.00003286792,0.00003068661,0.0000462166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5936502,"threshold_uncertainty_score":0.5735416,"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."}}