{"id":"W4389258753","doi":"10.1055/a-2205-2613","title":"Training in basic gastrointestinal endoscopic procedures: a European Society of Gastrointestinal Endoscopy (ESGE) and European Society of Gastroenterology and Endoscopy Nurses and Associates (ESGENA) Position Statement","year":2023,"lang":"en","type":"article","venue":"Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"European Society of Gastrointestinal Endoscopy","keywords":"Medicine; Endoscopy; Competence (human resources); Medical physics; Surgery","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":[0.03155008,0.002372798,0.00166759,0.003000014,0.002762291,0.005650853,0.00457008,0.02560128,0.01138327],"category_scores_gemma":[0.02772827,0.001171141,0.002030544,0.001488864,0.003383558,0.003754101,0.007929231,0.01788026,0.01296746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006570051,"about_ca_system_score_gemma":0.06909131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766656,"about_ca_topic_score_gemma":0.02811565,"domain_scores_codex":[0.9791563,0.003792318,0.002692813,0.001206092,0.01024599,0.002906484],"domain_scores_gemma":[0.9426901,0.004849135,0.00469141,0.0008525343,0.02704417,0.01987258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003816001,0.0002772624,0.0007456147,0.0007487143,0.00001714645,0.0001178329,0.0002528544,0.0003614412,0.0006115658,0.00308217,0.9230082,0.07073897],"study_design_scores_gemma":[0.00006427715,0.0002557457,0.004951469,0.005715146,0.00001915212,0.0003019581,0.0003536764,0.0002258593,0.0002877204,0.002034775,0.9857396,0.00005052206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003456065,0.03423059,0.007492442,0.7649992,0.1213879,0.002602215,0.001373861,0.0004133716,0.06404433],"genre_scores_gemma":[0.02615383,0.09456545,0.03963659,0.5425731,0.06537018,0.00550214,0.01065747,0.000627197,0.2149139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03155008,"threshold_uncertainty_score":0.1668547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243263385651974,"score_gpt":0.3016268768524074,"score_spread":0.2691942429958877,"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."}}