{"id":"W4389833960","doi":"10.1002/9781119525127.ch9","title":"Advanced Endoscopic Procedures","year":2023,"lang":"en","type":"other","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Endoscopic retrograde cholangiopancreatography; Medicine; Endoscopic ultrasound; Major duodenal papilla; Endoscopic submucosal dissection; Radiology; Endoscopy; Surgery; Pancreatitis","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":[0.0008288276,0.001098145,0.0008521955,0.001882621,0.0008299743,0.001772931,0.0008296114,0.001484244,0.07615017],"category_scores_gemma":[0.001393386,0.0003051982,0.0012909,0.0009841467,0.0005842405,0.002005987,0.001305437,0.002668071,0.05251234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005679335,"about_ca_system_score_gemma":0.000841127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006473455,"about_ca_topic_score_gemma":0.001109995,"domain_scores_codex":[0.9994349,0.00006484284,0.00006192896,0.0000869892,0.0002681826,0.0000831552],"domain_scores_gemma":[0.9995571,0.0001057163,0.00004777502,0.00005834218,0.0001157666,0.0001152753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002043718,0.0001561738,0.001225235,0.001896634,0.00006887916,0.003233057,0.0001643563,0.00030184,0.005751813,0.009069996,0.1660006,0.8119271],"study_design_scores_gemma":[0.00002347146,0.0001091378,0.001030023,0.0005255868,0.00002557741,0.01632319,0.00005587739,0.0001128372,0.001540105,0.00227356,0.9779537,0.00002703131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009068891,0.4673439,0.06038325,0.009193974,0.01333383,0.0005714396,0.002606991,0.003707753,0.43379],"genre_scores_gemma":[0.05950422,0.4263906,0.0947499,0.01657199,0.01256746,0.0007251162,0.006940401,0.001448688,0.3811016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07615017,"threshold_uncertainty_score":0.2547477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975201581428477,"score_gpt":0.3786461585174377,"score_spread":0.3488941427031529,"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."}}