{"id":"W4392003446","doi":"10.1111/eje.12996","title":"Simulation training for medical emergencies: Evaluation of dentists’ <scp>long‐term</scp> learning skills and confidence","year":2024,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Checklist; Confidence interval; Physical therapy; Population; Emergency medicine; Medical emergency; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.003739269,0.0001206834,0.0002155484,0.000377422,0.00009819221,0.00005387404,0.00009158399,0.00004945439,0.0001814905],"category_scores_gemma":[0.005119423,0.0001164004,0.0001078579,0.0002664124,0.00006980664,0.0002905858,0.00001360572,0.0002788485,0.00001026081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127602,"about_ca_system_score_gemma":0.002009845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006083643,"about_ca_topic_score_gemma":0.00000250007,"domain_scores_codex":[0.9973492,0.0004506987,0.0008828866,0.0001686267,0.001001642,0.0001469207],"domain_scores_gemma":[0.9965994,0.001209982,0.0004673409,0.000110332,0.001365603,0.0002473565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006736934,0.0006168099,0.5181094,0.001796739,0.0002519439,0.00002245446,0.07452025,0.01626168,0.00215872,0.0003452718,0.0009987764,0.3848506],"study_design_scores_gemma":[0.001294201,0.0005988595,0.9186906,0.003070254,0.0004993918,0.0004558661,0.02732074,0.04665457,0.0005993311,0.0001659835,0.0005685512,0.00008165987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830073,0.003463801,0.009905723,0.0003282264,0.002569734,0.0004426736,0.00000275613,0.00002089619,0.0002588922],"genre_scores_gemma":[0.9976875,0.00009458921,0.0007284441,0.0001021156,0.0010417,0.000008241385,0.00005983455,0.0000366317,0.0002409339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4005812,"threshold_uncertainty_score":0.6128798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06725125190624323,"score_gpt":0.4301189085597266,"score_spread":0.3628676566534834,"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."}}