{"id":"W2151296577","doi":"10.3109/0142159x.2011.596590","title":"The use of simulated patients in medical education: Guide supplement 42.1 – Viewpoint","year":2011,"lang":"en","type":"letter","venue":"Medical Teacher","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Medicine; Psychology; Medical physics","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":[0.006932769,0.0005224289,0.0006097046,0.0009910885,0.001784095,0.002604241,0.002319818,0.02815515,0.02040524],"category_scores_gemma":[0.03243933,0.0007640513,0.000816015,0.0006041212,0.001794498,0.002887331,0.002135742,0.01282932,0.03206623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705444,"about_ca_system_score_gemma":0.007823658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02130812,"about_ca_topic_score_gemma":0.06019318,"domain_scores_codex":[0.992251,0.00316751,0.001385901,0.0002710332,0.002575801,0.0003487005],"domain_scores_gemma":[0.9769092,0.01178887,0.001340975,0.0009358586,0.007195651,0.001829389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008951117,0.0000292793,0.0001399021,0.00006098454,0.000001143478,0.0001948493,0.0001770376,0.00006139665,0.0001301999,0.001767944,0.982039,0.0153893],"study_design_scores_gemma":[0.000008673011,0.00001839438,0.0004206123,0.000213711,0.000001342437,0.0002444234,0.00009454301,0.0000812674,0.00004483366,0.001101494,0.9977585,0.00001219937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004844357,0.003824624,0.002860656,0.8618177,0.01035125,0.0003999359,0.0007781203,0.00071142,0.1187719],"genre_scores_gemma":[0.003434268,0.003914434,0.007259682,0.858227,0.007193103,0.0006950123,0.0004199297,0.0002585027,0.1185981],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02815515,"threshold_uncertainty_score":0.06826228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839762928703281,"score_gpt":0.390228467056874,"score_spread":0.3062521741865459,"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."}}