{"id":"W2800718383","doi":"10.1136/bmjstel-2018-000333","title":"Simulation curriculum evaluation and development in a postgraduate emergency medicine programme","year":2018,"lang":"en","type":"article","venue":"BMJ Simulation & Technology Enhanced Learning","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Curriculum; Medical education; Curriculum development; Medicine; Professional development; Psychology; Nursing; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001298587,0.0002643839,0.0003795779,0.001197356,0.0003250626,0.000009241314,0.00008375666,0.0003671127,0.0006624453],"category_scores_gemma":[0.006963274,0.0002636028,0.00002895537,0.00161262,0.0002126437,0.0001843167,0.00004623955,0.0004960158,0.00007248273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821654,"about_ca_system_score_gemma":0.0003964737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005511302,"about_ca_topic_score_gemma":0.00004583598,"domain_scores_codex":[0.9970182,0.0001969272,0.001109162,0.0006181324,0.0005914613,0.0004661563],"domain_scores_gemma":[0.9949926,0.0003248953,0.0005042282,0.0003393286,0.003707212,0.000131742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009589895,0.00009941722,0.638773,0.0001030919,0.00002505504,0.000001262303,0.003926397,0.197513,0.0007077541,0.00009242257,0.000009279947,0.1586534],"study_design_scores_gemma":[0.002211772,0.0004853628,0.2666087,0.0004073774,0.00004722204,0.00000444551,0.002637037,0.7243717,0.0008783966,0.0007891523,0.001302022,0.0002567528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743243,0.0003160796,0.0186971,0.002763562,0.0004352439,0.002530352,2.851905e-7,0.0004520113,0.0004810255],"genre_scores_gemma":[0.994693,0.00001285471,0.004173032,0.00007557889,0.0003256379,0.0003737581,0.0001317881,0.00004216107,0.0001721801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5268587,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07931893912676591,"score_gpt":0.4523908041909905,"score_spread":0.3730718650642246,"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."}}