{"id":"W4212887304","doi":"10.1093/jcag/gwab049.089","title":"A90 WHEN DO TRAINEES ACHIEVE COMPETENCY IN PERFORMING ENDOSCOPIC SUBMUCOSAL DISSECTION: A SYSTEMATIC REVIEW","year":2022,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perforation; Endoscopic submucosal dissection; Medicine; Esophagogastroduodenoscopy; Resection; Endoscopic mucosal resection; Surgery; Endoscopy","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":[0.0153054,0.00109721,0.008758063,0.008142504,0.0005164263,0.0030453,0.002045899,0.002165227,0.003924969],"category_scores_gemma":[0.06990016,0.001082418,0.008352922,0.008880471,0.001190822,0.004055067,0.001537315,0.0009906372,0.0002958947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003293128,"about_ca_system_score_gemma":0.007952265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008815345,"about_ca_topic_score_gemma":0.02240838,"domain_scores_codex":[0.9839192,0.005414144,0.007018534,0.001287188,0.001947416,0.0004135213],"domain_scores_gemma":[0.9348851,0.0453658,0.01339452,0.0009136426,0.00483855,0.0006024169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002511618,0.00001614776,0.002716559,0.9603372,0.01583079,0.00005731176,0.0002797955,0.00006883211,0.0001204881,0.000145186,0.0007169325,0.01945962],"study_design_scores_gemma":[0.0004823078,0.0002486351,0.01229673,0.8673085,0.1082167,0.0003335222,0.0005837979,0.0001269896,0.0001862715,0.0003706129,0.00979872,0.00004720603],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00380258,0.9940265,0.0002445175,0.0004707473,0.0000960722,0.0003876136,0.0006294122,0.00000773782,0.0003348069],"genre_scores_gemma":[0.07426167,0.9216485,0.001030075,0.001051009,0.00014756,0.001159973,0.000534582,0.0000104317,0.0001561283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0153054,"threshold_uncertainty_score":0.08094364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212638637305137,"score_gpt":0.2786546883529791,"score_spread":0.2573908246224654,"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."}}