{"id":"W3143442812","doi":"10.1016/j.gie.2021.01.023","title":"Core curriculum for ergonomics in endoscopy","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; The Wilson Centre","funders":"","keywords":"Medicine; Endoscopy; Curriculum; Human factors and ergonomics; Medical education; Poison control; Radiology; Medical emergency; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005354002,0.00116736,0.00088912,0.001880189,0.001941032,0.002542033,0.001681423,0.001824534,0.02556892],"category_scores_gemma":[0.007718155,0.000458586,0.0005994348,0.0007507116,0.0008142867,0.001202479,0.004994769,0.003118729,0.008667398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003987967,"about_ca_system_score_gemma":0.02976073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595412,"about_ca_topic_score_gemma":0.0105905,"domain_scores_codex":[0.9980981,0.0003325917,0.0001464393,0.0001281678,0.0008136512,0.000481129],"domain_scores_gemma":[0.9870551,0.0007878115,0.0005191109,0.0003737251,0.003317198,0.007947011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000330152,0.009399212,0.01090131,0.002545999,0.00003237421,0.0003682183,0.0026106,0.003598241,0.008441863,0.01781192,0.2648173,0.6791427],"study_design_scores_gemma":[0.000174759,0.003308326,0.1893083,0.01094342,0.0000569531,0.002008555,0.005044708,0.006650631,0.006573397,0.06264166,0.713122,0.0001672963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2445467,0.02902367,0.08090839,0.1070157,0.0265191,0.007629822,0.002070612,0.003036771,0.4992492],"genre_scores_gemma":[0.4806173,0.03489384,0.1525776,0.02337729,0.008349872,0.006137704,0.003493886,0.0006117738,0.2899408],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02556892,"threshold_uncertainty_score":0.0855366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05536126429725399,"score_gpt":0.3323315006461314,"score_spread":0.2769702363488774,"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."}}