{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03178292,0.0005082529,0.0003336275,0.001177242,0.001019676,0.001518494,0.002255474,0.0005402999,0.001103306],"category_scores_gemma":[0.03427087,0.0005067523,0.0003880297,0.0005164054,0.0007644887,0.001215564,0.002529249,0.001377837,0.0003347984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118993,"about_ca_system_score_gemma":0.01774005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281436,"about_ca_topic_score_gemma":0.004808324,"domain_scores_codex":[0.9901738,0.006689896,0.0006617915,0.0003584058,0.001587602,0.0005284122],"domain_scores_gemma":[0.9853268,0.004998542,0.0009535484,0.00147316,0.00507537,0.00217268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003299026,0.01245714,0.05721403,0.0005259234,0.0000413245,0.0002828389,0.01880387,0.01465816,0.009402099,0.009221617,0.004165123,0.872898],"study_design_scores_gemma":[0.002487931,0.05741343,0.2547035,0.00584936,0.0003729471,0.002283648,0.04260813,0.2705996,0.1143215,0.03253333,0.2161404,0.0006862524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6974699,0.0003027908,0.2672446,0.002463753,0.0001478705,0.01824532,0.0002265926,0.001070063,0.01282909],"genre_scores_gemma":[0.3277974,0.0002535728,0.6638466,0.0001628742,0.00001727807,0.00594377,0.0002753282,0.00006567565,0.001637563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03178292,"threshold_uncertainty_score":0.1680862,"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."}}