{"id":"W1984750720","doi":"10.1308/003588413x13643054410827","title":"the 2013 MRCS examination: an update","year":2013,"lang":"en","type":"article","venue":"Bulletin of The Royal College of Surgeons of England","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Objective structured clinical examination; Medical education; Physical examination; Family medicine; General surgery; Surgery","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":[0.008107346,0.001102055,0.001544301,0.01112216,0.0008829979,0.002621027,0.002579212,0.002835204,0.01212236],"category_scores_gemma":[0.03187676,0.0008675804,0.00100386,0.008407502,0.001279758,0.004007946,0.002866135,0.003563037,0.008775985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006253574,"about_ca_system_score_gemma":0.01027993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03841009,"about_ca_topic_score_gemma":0.0512883,"domain_scores_codex":[0.9951395,0.0008380081,0.001209191,0.0004185593,0.002082705,0.0003120281],"domain_scores_gemma":[0.9735092,0.003980847,0.002839696,0.0006861936,0.01748243,0.001501617],"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":[0.00005474574,0.00004769893,0.001985425,0.001857606,0.00002681415,0.0002734445,0.00008745733,0.0001202876,0.00009020075,0.001014358,0.5074626,0.4869794],"study_design_scores_gemma":[0.000009168722,0.00001649201,0.006454254,0.005216568,0.0000225835,0.0007506426,0.0001053964,0.00003093939,0.0000686751,0.0001966789,0.9871088,0.0000198536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003732217,0.7099769,0.003178172,0.1604431,0.03888461,0.0003086325,0.005671573,0.0006160493,0.07718871],"genre_scores_gemma":[0.01370495,0.911585,0.00624942,0.02152538,0.01697733,0.0002844686,0.007312608,0.0002888858,0.02207182],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03841009,"threshold_uncertainty_score":0.07637304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763867739648245,"score_gpt":0.3478355869184004,"score_spread":0.3201969095219179,"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."}}