{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002904449,0.0002393046,0.0008040556,0.0006647165,0.0004342083,0.0007779374,0.0002558844,0.0004868952,0.001879111],"category_scores_gemma":[0.01522839,0.0000864693,0.00168704,0.001071373,0.0002932761,0.0004397683,0.0005000081,0.00140872,0.0002222743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006887039,"about_ca_system_score_gemma":0.0007065769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220918,"about_ca_topic_score_gemma":0.001515022,"domain_scores_codex":[0.9962246,0.001223766,0.0008805231,0.0003197561,0.001076392,0.000274865],"domain_scores_gemma":[0.9804662,0.008249559,0.0064433,0.0009882337,0.002762439,0.001090308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02100064,0.0004180966,0.8358371,0.001998697,0.004009852,0.002622321,0.0002945516,0.001601085,0.003687574,0.0006612201,0.002269094,0.1255998],"study_design_scores_gemma":[0.0003443758,0.006513208,0.9585171,0.0004857428,0.002189718,0.009233862,0.0004210016,0.002159834,0.004390673,0.0009391555,0.01472489,0.00008051164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500088,0.02805356,0.004751462,0.0009527227,0.0003620048,0.0002785884,0.002692321,0.00008983116,0.01281056],"genre_scores_gemma":[0.9907913,0.003892326,0.001549066,0.0006785541,0.0004198498,0.0001081834,0.001356557,0.00001852881,0.001185477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904449,"threshold_uncertainty_score":0.01536036,"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."}}