{"id":"W2074328500","doi":"10.1097/prs.0b013e31819a352a","title":"The Emperor Has No Clothes","year":2009,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Mentorship; Medical education; Accreditation; Graduate medical education; Core competency; Medicine; Emperor; Preceptor; Management","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":[0.001452808,0.001292109,0.001217821,0.0007092532,0.002101072,0.003193268,0.0012443,0.004535436,0.1142254],"category_scores_gemma":[0.01155397,0.0003926947,0.0009136621,0.0003279386,0.001466363,0.004294622,0.00166028,0.01168234,0.09919382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009049731,"about_ca_system_score_gemma":0.001334226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676206,"about_ca_topic_score_gemma":0.002636508,"domain_scores_codex":[0.9986706,0.0003215954,0.0001000131,0.000229682,0.000527784,0.0001503605],"domain_scores_gemma":[0.9964923,0.0006877336,0.0001858524,0.0001808321,0.001359694,0.001093464],"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":[0.00001854829,0.00001378997,0.0000879542,0.00005490716,0.000004330805,0.0002394677,0.00004272583,0.00000777659,0.00005703782,0.0003571406,0.9845315,0.01458483],"study_design_scores_gemma":[0.000002607638,0.00001570721,0.0001232149,0.0001231687,0.00000341192,0.001088536,0.0001438386,0.00001419698,0.00003762108,0.0001987955,0.9982415,0.00000737756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001033009,0.04702802,0.0005074907,0.4145278,0.4698499,0.00004631096,0.0002173274,0.0003945591,0.06639556],"genre_scores_gemma":[0.01160226,0.02418673,0.0009191601,0.3771675,0.1086538,0.00005667359,0.0002129864,0.0003926345,0.4768084],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1142254,"threshold_uncertainty_score":0.3821219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485104997116453,"score_gpt":0.2619029236877723,"score_spread":0.213392423976127,"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."}}