{"id":"W2010775915","doi":"10.1016/j.amjsurg.2006.09.006","title":"Is it feasible to include a technical skill station on a national licensing examination?","year":2006,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medical Council of Canada; University of Ottawa","funders":"","keywords":"Test (biology); Physical therapy; Rating scale; Psychology; Medical education; Applied psychology; Medical physics; Medicine","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":[0.008745959,0.0002967643,0.0004072873,0.001396471,0.002103569,0.002494146,0.002057552,0.008177743,0.04214654],"category_scores_gemma":[0.1208001,0.0004563488,0.0008856154,0.001327156,0.003058273,0.006593256,0.001604683,0.003073493,0.006262885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050285,"about_ca_system_score_gemma":0.008962254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008632748,"about_ca_topic_score_gemma":0.01557187,"domain_scores_codex":[0.995424,0.001533754,0.0004913175,0.0003676511,0.001018616,0.0011648],"domain_scores_gemma":[0.9431008,0.0260225,0.008122968,0.001838525,0.008799983,0.01211537],"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":[0.00179047,0.002536463,0.4031293,0.001537209,0.0001516171,0.004735813,0.001640906,0.00142614,0.002541797,0.01839934,0.1333442,0.4287667],"study_design_scores_gemma":[0.001088397,0.003194881,0.4758398,0.0131427,0.0004462478,0.02332754,0.06973317,0.006406221,0.003514469,0.06864107,0.3342189,0.0004464719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1781079,0.004663133,0.004480336,0.740166,0.006587204,0.0001548838,0.0006310858,0.0001297917,0.06507957],"genre_scores_gemma":[0.9150429,0.006460851,0.008159336,0.05604396,0.004660509,0.00025854,0.0006010341,0.00008702286,0.00868594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04214654,"threshold_uncertainty_score":0.1409942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685770896796577,"score_gpt":0.3650232897714357,"score_spread":0.2881655808034699,"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."}}