{"id":"W3210989225","doi":"10.1016/j.gie.2021.09.009","title":"Adverse events associated with EUS and EUS-guided procedures","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Boston Scientific Corporation; AbbVie; Medtronic","keywords":"Medicine; Endoscopic ultrasound; Adverse effect; Guideline; General surgery; Action (physics); Endoscopy; Endoscopic mucosal resection; Medical physics; Radiology; Internal medicine; Pathology","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":[0.0002714345,0.0001774958,0.0004300507,0.00007061877,0.0001031316,0.000007396397,0.0000624688,0.00004575749,0.0002961749],"category_scores_gemma":[0.004266659,0.0001389157,0.00004601934,0.0002350599,0.0001770479,0.00005696885,0.0000671361,0.0002821603,0.00003754402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030073,"about_ca_system_score_gemma":0.0009931251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004040328,"about_ca_topic_score_gemma":0.00007303988,"domain_scores_codex":[0.9985062,0.0001189496,0.0002336043,0.0003361926,0.0003580943,0.0004469947],"domain_scores_gemma":[0.9987069,0.0003510033,0.00008860153,0.0002003868,0.0003581594,0.0002948893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006364172,0.0002685826,0.9787175,0.0001022821,0.0001041762,0.001548863,0.00007571701,0.000002461538,0.01723608,0.00007299,0.00113498,0.00009994039],"study_design_scores_gemma":[0.00677374,0.002089944,0.9663616,0.002024735,0.0003323531,0.02016316,0.0004125712,0.0004634005,0.0009048994,0.0001846526,0.0001228181,0.0001660845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865944,0.0001142243,0.001058073,0.00105984,0.00002271853,0.0003207098,0.00001147273,0.00007795168,0.01074057],"genre_scores_gemma":[0.9196924,0.00003547432,0.07338906,0.0003929279,0.00008056246,0.00004387235,0.00006306481,0.000030528,0.006272128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07233099,"threshold_uncertainty_score":0.5664818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914617101929156,"score_gpt":0.324791014646775,"score_spread":0.2956448436274834,"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."}}