{"id":"W2008508310","doi":"10.1097/sih.0000000000000076","title":"Queen’s Simulation Assessment Tool","year":2015,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Generalizability theory; Inter-rater reliability; Objective structured clinical examination; Intraclass correlation; Medicine; Psychology; Medical education; Competence (human resources); Medical physics; Psychometrics; Clinical psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007016459,0.000497273,0.0009572721,0.0004799502,0.0005980052,0.0000693921,0.0005413631,0.0006354906,0.00002358061],"category_scores_gemma":[0.002016161,0.0003642423,0.0009974038,0.002044217,0.0001699574,0.0006458933,0.00009316269,0.001767742,0.000005387357],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005430295,"about_ca_system_score_gemma":0.004651187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213831,"about_ca_topic_score_gemma":0.0002499835,"domain_scores_codex":[0.9916716,0.001486688,0.003542354,0.0004991264,0.001929514,0.0008707357],"domain_scores_gemma":[0.9827307,0.007435524,0.002339993,0.001143304,0.005824282,0.0005262316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006777857,0.0001221161,0.3654609,0.0005154905,0.00004003618,9.664535e-7,0.005072562,0.6264931,0.000002585198,0.0004539783,0.0001605708,0.0009999042],"study_design_scores_gemma":[0.004304949,0.0005210274,0.2743764,0.0006619123,0.00009885991,0.00001222606,0.003742244,0.7087482,0.000008248223,0.006293441,0.0009696629,0.0002628657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8147234,0.001661722,0.01477749,0.1573969,0.004065786,0.007170558,0.00008253103,0.00009794671,0.000023683],"genre_scores_gemma":[0.9893323,0.0000700239,0.002791452,0.006262741,0.00113678,0.0001118837,0.00008171606,0.0001092388,0.0001038678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746089,"threshold_uncertainty_score":0.999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08674055367257319,"score_gpt":0.4503893333016087,"score_spread":0.3636487796290355,"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."}}