{"id":"W3133661154","doi":"10.1093/jcag/gwab002.071","title":"A73 PERFORMANCE OF ASGE AND ESGE CRITERIA FOR RISK STRATIFICATION FOR CHOLEDOCHOLITHIASIS IN A REAL-WORLD SETTING","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pancreatitis; Endoscopic retrograde cholangiopancreatography; Endoscopy; Adverse effect; General surgery; Gastroenterology; Radiology; Internal medicine","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":[0.003753106,0.0004370096,0.0005580707,0.002827706,0.0005255287,0.001370226,0.0006254191,0.0007291749,0.001756553],"category_scores_gemma":[0.01984494,0.0002671062,0.0007883955,0.001564713,0.0005623493,0.001062416,0.001104128,0.0004599066,0.0005183013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826406,"about_ca_system_score_gemma":0.0004322431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803313,"about_ca_topic_score_gemma":0.001746575,"domain_scores_codex":[0.9959468,0.001393097,0.0008125668,0.0007021254,0.0007099351,0.0004354632],"domain_scores_gemma":[0.9862235,0.004368182,0.005484011,0.0007359685,0.002103166,0.001085198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015616,0.00001540864,0.9988899,0.000008242993,0.00002609427,0.00005439235,0.0000341045,0.00007939386,0.00007326777,0.00001658177,0.00009981374,0.0006014305],"study_design_scores_gemma":[0.00001619049,0.00018307,0.9956754,0.00001675216,0.0000381999,0.0007371117,0.0003080385,0.002431999,0.0001777265,0.00007536227,0.0003274903,0.00001271802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982613,0.0001483017,0.0003652814,0.00005268318,0.00001316204,0.00003618635,0.0004986591,0.000007840721,0.0006165086],"genre_scores_gemma":[0.9988112,0.00003180893,0.000499861,0.00001531464,0.0000103313,0.00002688397,0.0005435366,0.000002804038,0.00005827469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003753106,"threshold_uncertainty_score":0.01984859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143855993968816,"score_gpt":0.280912515137781,"score_spread":0.2665269157408994,"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."}}