{"id":"W4308038026","doi":"10.1016/j.ecns.2022.10.001","title":"Evolution of a Simulation Design Template at a Canadian Academic Hospital","year":2022,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00157534,0.0001600099,0.0003867646,0.0006141997,0.0003596608,0.000006838059,0.0001188173,0.0002610784,0.0006072485],"category_scores_gemma":[0.0009301715,0.0001936658,0.0001342277,0.0009696552,0.0001305069,0.0001465425,0.00002868074,0.0007392036,0.00002163135],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005235477,"about_ca_system_score_gemma":0.001349041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757401,"about_ca_topic_score_gemma":0.0001606202,"domain_scores_codex":[0.9965705,0.0005992044,0.001486131,0.0004463003,0.0005175836,0.0003802269],"domain_scores_gemma":[0.9953411,0.003124033,0.0004661435,0.0003549702,0.0003525833,0.0003611946],"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":[0.000335965,0.0001186431,0.4249764,0.00001738155,0.000005268329,0.000002590349,0.0008958689,0.5715098,0.000007660478,0.0000855594,0.00008382647,0.001960931],"study_design_scores_gemma":[0.001172473,0.0003920354,0.43126,0.00016158,0.00003010277,0.000003094228,0.0004440919,0.5650391,0.000005775911,0.001172112,0.0002087276,0.0001109291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821868,0.0002883069,0.01210168,0.002027481,0.00156106,0.001504392,0.00002215655,0.00006451071,0.0002436229],"genre_scores_gemma":[0.9982237,0.000003421509,0.000885444,0.0002935212,0.000294212,0.00005573255,0.000121273,0.00003758812,0.00008511143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0160369,"threshold_uncertainty_score":0.9985833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175705004787861,"score_gpt":0.4839040660608586,"score_spread":0.3663335655820725,"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."}}