{"id":"W2129889309","doi":"10.1097/acm.0b013e31803e8a0a","title":"Virtual Patient Simulation at U.S. and Canadian Medical Schools","year":2007,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual patient; Curriculum; Medical education; Psychology; Medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003798291,0.0003949028,0.0001775823,0.002156864,0.00473607,0.001901271,0.001119513,0.0007559512,0.008334966],"category_scores_gemma":[0.01241517,0.0004877211,0.0002918232,0.002339885,0.001311067,0.0006647444,0.00240647,0.0005878762,0.0006448789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03603244,"about_ca_system_score_gemma":0.0592043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8045028,"about_ca_topic_score_gemma":0.8830377,"domain_scores_codex":[0.9955515,0.001334105,0.0001887841,0.0004379528,0.001606112,0.0008814558],"domain_scores_gemma":[0.9854234,0.002473135,0.001863502,0.0005193378,0.003563885,0.006156849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177239,0.0009551898,0.643366,0.0006741073,0.00008287763,0.0007637598,0.03245175,0.01107208,0.002476364,0.005866377,0.04813319,0.2529811],"study_design_scores_gemma":[0.0002014801,0.0009002504,0.8551915,0.0004417028,0.00006688931,0.0006603338,0.02192264,0.006075734,0.002667037,0.0008629675,0.1108087,0.0002008268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673525,0.001507773,0.001176337,0.003342693,0.00004777488,0.0002742302,0.001510255,0.0002388901,0.02454952],"genre_scores_gemma":[0.9922431,0.0007567814,0.002333257,0.0003514956,0.00001195595,0.00007570921,0.000815626,0.00001731504,0.003394807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9639676,"threshold_uncertainty_score":0.3932969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470430910422616,"score_gpt":0.3828247324014115,"score_spread":0.3481204232971853,"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."}}