{"id":"W3080806365","doi":"10.1016/j.gie.2020.06.053","title":"Core curriculum for endoscopic mucosal resection","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Graduate medical education; Colonoscopy; Perforation; Endoscopic mucosal resection; Credentialing; Accreditation; Endoscopy; Medical physics; Medical education; General surgery; Internal medicine; Colorectal cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0001126844,0.0002074554,0.0003221434,0.00008837636,0.00008935566,0.00002955569,0.0001206533,0.00002640464,0.0002493711],"category_scores_gemma":[0.0008462325,0.0001880434,0.0001724731,0.000297076,0.00005617476,0.00008604339,0.00006037205,0.0002015778,0.00008390151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007989898,"about_ca_system_score_gemma":0.00008237757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004875186,"about_ca_topic_score_gemma":0.000009428086,"domain_scores_codex":[0.998633,0.00001737426,0.0002849844,0.0003822478,0.0002614178,0.0004209905],"domain_scores_gemma":[0.9991932,0.0001118761,0.0001056895,0.000179719,0.0001247636,0.0002847651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003010987,0.0002180034,0.8384883,0.001008466,0.0000859354,0.0001878124,0.0001390972,0.00004276482,0.05798644,0.002207264,0.09363125,0.002993698],"study_design_scores_gemma":[0.09160729,0.07461572,0.5407613,0.003962689,0.003158268,0.008696553,0.004726728,0.05892826,0.01890577,0.002302297,0.1898362,0.002498905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7131941,0.0002858314,0.2431721,0.02564017,0.001065438,0.003757002,0.00006394841,0.001037164,0.01178421],"genre_scores_gemma":[0.7749162,0.00001480838,0.2193293,0.002684762,0.001534396,0.0001594275,0.0001214331,0.00005956554,0.001180116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297727,"threshold_uncertainty_score":0.7668188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05944755613329646,"score_gpt":0.3187615552735152,"score_spread":0.2593139991402188,"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."}}