{"id":"W2580604094","doi":"10.7759/cureus.1002","title":"Foundational Elements of Applied Simulation Theory: Development and Implementation of a Longitudinal Simulation Educator Curriculum","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Network for Innovation in Education; University of Ottawa","funders":"","keywords":"Medicine; Curriculum; Mathematics education; Pedagogy","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":[0.0004156834,0.0001264244,0.0002202017,0.000110854,0.0002565882,0.00002312264,0.00008498111,0.0000659217,0.0004246236],"category_scores_gemma":[0.0001296666,0.0001265835,0.00003359893,0.00007395058,0.00008434106,0.00018411,0.00003701448,0.00006280308,0.00000432881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842595,"about_ca_system_score_gemma":0.0005953447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412435,"about_ca_topic_score_gemma":0.00003582767,"domain_scores_codex":[0.9986153,0.00002680291,0.0006143883,0.0002360113,0.0003616778,0.0001458028],"domain_scores_gemma":[0.9980204,0.0002183525,0.0007218007,0.0003567394,0.0005896732,0.00009305784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110055,0.0001669615,0.9696456,0.000239644,0.00007916983,1.768815e-7,0.00272,0.005322121,0.0001843737,0.005773368,0.0000173559,0.01574122],"study_design_scores_gemma":[0.001385477,0.00008282284,0.9794049,0.00007651567,0.00008245397,7.284344e-7,0.002759147,0.01218711,0.002473621,0.001176649,0.000257407,0.0001131654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960275,0.00006631613,0.002410278,0.0001547029,0.0002539319,0.0007694428,0.00001382108,0.00001584934,0.0002881718],"genre_scores_gemma":[0.9949202,0.000003686259,0.004527972,0.00004072385,0.0001460144,0.00005282981,0.0002708224,0.00001546773,0.00002226528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562805,"threshold_uncertainty_score":0.5161925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320029639196502,"score_gpt":0.4365053811095008,"score_spread":0.3833050847175358,"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."}}