{"id":"W4403014742","doi":"10.1016/j.bja.2024.07.037","title":"Educational outcomes of simulation-based training in regional anaesthesia: a scoping review","year":2024,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Ottawa Hospital; University Health Network","funders":"","keywords":"Training (meteorology); Regional anaesthesia; Medical education; Medicine; Psychology; Anesthesia; Computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001647903,0.0004440353,0.003627911,0.001242339,0.00006883314,0.00005094752,0.000322642,0.0003432809,0.000239807],"category_scores_gemma":[0.00120145,0.0004368688,0.00128447,0.001313433,0.0001264401,0.0001639926,0.00001419971,0.001093051,0.00001740285],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614225,"about_ca_system_score_gemma":0.01849897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001004017,"about_ca_topic_score_gemma":0.00003534233,"domain_scores_codex":[0.9941525,0.0004552236,0.003647295,0.0004111302,0.0009848954,0.000348957],"domain_scores_gemma":[0.9946374,0.001410603,0.002239684,0.0003688255,0.001039918,0.0003035267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001672956,0.0002168664,0.002999152,0.1975465,0.0001853795,0.0004427313,0.0001987743,0.0008624848,1.166602e-8,0.00008415641,0.0007883161,0.7966589],"study_design_scores_gemma":[0.0005222836,0.0002139217,0.002938768,0.9599638,0.001886168,0.001706702,0.0001012622,0.0001644515,4.082097e-8,0.0001263319,0.03204245,0.0003338389],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003598103,0.9943455,0.00003426877,0.003266885,0.0003404963,0.001580016,0.00001878734,0.00001811251,0.00003605053],"genre_scores_gemma":[0.004513519,0.9920216,0.00156915,0.001072473,0.0004483415,0.00007720351,0.000138221,0.0001123361,0.00004716115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.796325,"threshold_uncertainty_score":0.9998083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323485307213975,"score_gpt":0.4525742283553134,"score_spread":0.320225697633916,"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."}}