{"id":"W1602335968","doi":"10.7939/r3bf0f","title":"Nursing Students' Learning in High Fidelity Simulation: An Ethnographic Study","year":2012,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ethnography; Psychology; Nursing; Medical education; Computer science; Medicine; 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":[0.0001734682,0.0001006854,0.0002110831,0.0003445268,0.0001332016,0.00000940093,0.0001441132,0.00009216982,0.0007590904],"category_scores_gemma":[0.00004035401,0.0001239455,0.00004659802,0.000539208,0.00006980356,0.001068848,0.00003975027,0.0002605886,0.0000131238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007209908,"about_ca_system_score_gemma":0.0001511281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045763,"about_ca_topic_score_gemma":0.0000811393,"domain_scores_codex":[0.9988755,0.0002409694,0.000208065,0.0001953552,0.0002730112,0.000207098],"domain_scores_gemma":[0.9988464,0.0004848605,0.000112122,0.0002796319,0.00006642332,0.0002105941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931937,0.001502632,0.9327927,0.0000327963,0.00002122383,0.000002818683,0.05954117,0.005223709,0.000002331042,0.0001122939,0.00004719669,0.000527992],"study_design_scores_gemma":[0.001335877,0.0002346381,0.9554036,0.0001243835,0.00004733744,8.124458e-7,0.04052109,0.001997204,0.00000789789,0.00004751767,0.0001835653,0.00009604011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976093,0.00006709138,0.00004232807,0.0007442076,0.0001532238,0.0004417427,7.241067e-7,0.00005982385,0.0008815593],"genre_scores_gemma":[0.99834,0.000004005702,0.0005734287,0.0001094809,0.0001004802,3.209919e-7,0.00009258684,0.00001551616,0.0007641916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02261099,"threshold_uncertainty_score":0.8311507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025650147982118,"score_gpt":0.3317342078997078,"score_spread":0.3014777064198866,"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."}}