{"id":"W3080181037","doi":"10.1016/j.gie.2020.06.054","title":"Colonoscopy core curriculum","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Colonoscopy; Excellence; Curriculum; Endoscopy; Core curriculum; Medical education; Gastroenterology; Internal medicine; Psychology; Pedagogy","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":[0.00007483503,0.0001656735,0.000255086,0.00004676041,0.00007356515,0.00001984226,0.00007920204,0.00002907339,0.0003006267],"category_scores_gemma":[0.0006571144,0.0001531542,0.0001070851,0.0003268176,0.00006949844,0.00005618771,0.00004496292,0.000303506,0.0002542768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006804847,"about_ca_system_score_gemma":0.0001119265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009658124,"about_ca_topic_score_gemma":0.000008300142,"domain_scores_codex":[0.9989215,0.00002299089,0.0002043926,0.0003209226,0.0002343557,0.0002958999],"domain_scores_gemma":[0.9992227,0.00006014197,0.00007513991,0.000143843,0.000110467,0.000387726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04116243,0.0003458274,0.4576706,0.0003477565,0.00006719846,0.0009631038,0.0004208171,0.0001256767,0.4667402,0.0004370281,0.02465698,0.007062343],"study_design_scores_gemma":[0.03242572,0.3233138,0.2596205,0.004300578,0.00119084,0.0909289,0.00331086,0.1157112,0.1104946,0.0006706917,0.05529449,0.002737795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456841,0.0001227086,0.04043455,0.003783849,0.0001892781,0.0004099749,0.00001006339,0.0006082162,0.008757255],"genre_scores_gemma":[0.9109226,0.000003669242,0.08692846,0.001463362,0.0004742949,0.00002486548,0.00001631164,0.00002438493,0.000142007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3562456,"threshold_uncertainty_score":0.6245447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407133701119397,"score_gpt":0.2893710341641261,"score_spread":0.2552996971529321,"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."}}