{"id":"W2790719193","doi":"10.1097/sa.0000000000000130","title":"The Role of Simulation in Continuing Medical Education for Acute Care Physicians","year":2015,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Continuing medical education; Continuing education; Medical education; Family medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008438314,0.0001096138,0.0001624975,0.001222648,0.0008829235,0.002092483,0.0007992519,0.0006723355,0.01151094],"category_scores_gemma":[0.07973571,0.0001905241,0.0002337326,0.001298101,0.000453036,0.002300046,0.002344802,0.001189027,0.001200889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908328,"about_ca_system_score_gemma":0.009382657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363278,"about_ca_topic_score_gemma":0.01625574,"domain_scores_codex":[0.9914173,0.004642679,0.0008453648,0.0002118499,0.002311132,0.0005716251],"domain_scores_gemma":[0.9275963,0.03845746,0.006832676,0.001602175,0.01027707,0.01523425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003415823,0.0005359767,0.2145637,0.0009010003,0.00003257885,0.0001802841,0.002792736,0.001344912,0.0004571851,0.003931026,0.0815274,0.6933916],"study_design_scores_gemma":[0.000139062,0.001113088,0.6600206,0.00722345,0.00008312307,0.001594828,0.009750667,0.004856303,0.001700969,0.006336055,0.3070226,0.0001593182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4979745,0.05771307,0.006547089,0.3163319,0.001811479,0.0005878126,0.002337437,0.000588874,0.1161079],"genre_scores_gemma":[0.946519,0.03184827,0.009687061,0.00450905,0.0003851197,0.0001917495,0.0007995417,0.00008299393,0.005977281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151094,"threshold_uncertainty_score":0.04462665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693769580150568,"score_gpt":0.3983829373138034,"score_spread":0.3614452415122977,"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."}}