{"id":"W4402824407","doi":"10.1097/nne.0000000000001737","title":"Develop, Sustain, and Evaluate the Training of Simulation Educators","year":2024,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Simulation training; Computer science; Medicine; Simulation; Geography","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":[0.0005781424,0.0001411163,0.0001959474,0.0002270479,0.0001178836,0.00003546699,0.000067151,0.00007103146,0.0004117077],"category_scores_gemma":[0.0005185195,0.0001029437,0.00005082685,0.0006575625,0.0001326795,0.00009069285,0.000008168948,0.0002204374,0.00003145842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125171,"about_ca_system_score_gemma":0.004624131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006503288,"about_ca_topic_score_gemma":0.000002381956,"domain_scores_codex":[0.9987365,0.00008810108,0.0003713284,0.0002733205,0.000302246,0.0002285108],"domain_scores_gemma":[0.9978864,0.001060972,0.00005345482,0.0003024708,0.0005192041,0.0001775233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002275242,0.0004085816,0.4752573,0.002877933,0.0003376075,0.0000111668,0.3412473,0.002735086,0.0004100573,0.01558988,0.02435949,0.136538],"study_design_scores_gemma":[0.0009271522,0.0002607671,0.6468072,0.001280577,0.0005470154,0.0001046401,0.2809376,0.0260731,0.001203335,0.002843102,0.03857185,0.0004437081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754109,0.002389281,0.00007284298,0.01778955,0.003030692,0.0006036699,0.000005636946,0.0000796621,0.0006177775],"genre_scores_gemma":[0.9973702,0.00001088666,0.0003882232,0.0005591114,0.0008480544,0.00006417165,0.00002804947,0.00003759913,0.0006937384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715498,"threshold_uncertainty_score":0.8203009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06040471908252187,"score_gpt":0.430479148912058,"score_spread":0.3700744298295361,"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."}}