{"id":"W3045443987","doi":"10.1016/j.gie.2020.04.026","title":"Core curriculum for EUS","year":2020,"lang":"br","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Trainer; Curriculum; Endoscopy; Medical education; Core curriculum; Quality (philosophy); Radiology; Medical physics; Pedagogy; Computer science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005585208,0.0004699649,0.001161676,0.00009920749,0.000240892,0.0000477465,0.0004029037,0.0001266103,0.001931423],"category_scores_gemma":[0.007969262,0.0004255416,0.0003253569,0.0003914367,0.0004833386,0.00008440301,0.000174698,0.0007758914,0.001446979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803523,"about_ca_system_score_gemma":0.001078855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441688,"about_ca_topic_score_gemma":0.000007452456,"domain_scores_codex":[0.9964935,0.0001404414,0.0007166186,0.0007803048,0.000549935,0.001319223],"domain_scores_gemma":[0.9963416,0.001264908,0.0002486403,0.0003865616,0.0004677775,0.001290496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005286661,0.0007859577,0.8360804,0.00178204,0.0002641997,0.001052268,0.0006050609,0.00001253258,0.05292498,0.003452356,0.0963499,0.001403588],"study_design_scores_gemma":[0.09270993,0.1508588,0.1591402,0.01556251,0.009706736,0.03413917,0.01589762,0.3486345,0.002991354,0.002872791,0.1636503,0.003836069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6382632,0.004458589,0.2291415,0.05429926,0.001165524,0.008758433,0.0009236601,0.0006928532,0.06229705],"genre_scores_gemma":[0.5101429,0.0002096826,0.4743214,0.00478256,0.004601824,0.0003799725,0.0002753855,0.0001817568,0.005104466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6769402,"threshold_uncertainty_score":0.9998196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062146451059471,"score_gpt":0.3780171606382478,"score_spread":0.2718025155323006,"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."}}