{"id":"W4213237580","doi":"10.1093/jcag/gwab049.203","title":"A204 SINGLE OPERATOR CHOLANGIOSCOPY GUIDED ELECTROHYDRAULIC LITHOTRIPSY THROUGH A UNIQUE PERCUTANEOUS ACCESS FOR SEVERE RECURRENT PYOGENIC CHOLANGITIS: A CASE REPORT","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Left Hepatic Duct; Percutaneous; Bile duct; Lithotripsy; Intrahepatic bile ducts; Radiology; Percutaneous transhepatic cholangiography; Common bile duct; Surgery","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":[0.0009336572,0.0001512477,0.0004788381,0.0002427156,0.0002958756,0.00004028068,0.0003364169,0.0001029562,0.0001313041],"category_scores_gemma":[0.0007683412,0.000127823,0.0004081284,0.0002495587,0.00003377636,0.0001272707,0.00006031969,0.0005230063,4.64965e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764315,"about_ca_system_score_gemma":0.001217207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004337988,"about_ca_topic_score_gemma":0.1053675,"domain_scores_codex":[0.9978352,0.0003667041,0.0007585957,0.0001820936,0.0003905753,0.000466896],"domain_scores_gemma":[0.9976861,0.00006183354,0.001158585,0.0002461855,0.0006319777,0.0002152951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.004944574,0.001379563,0.6078997,0.0002231612,0.003757064,0.03722861,0.004098999,0.001117612,0.0172565,0.00005699313,0.3212969,0.0007402966],"study_design_scores_gemma":[0.006793444,0.008570461,0.01726205,0.00009872783,0.001065753,0.9183289,0.0009372535,0.0001289213,0.0007922632,0.0003029591,0.04547807,0.0002412312],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763955,0.0001218221,0.00005849179,0.02163394,0.0008149738,0.0006186862,0.0001628335,0.000008401154,0.0001852905],"genre_scores_gemma":[0.9941347,0.00002066047,0.0004055325,0.004765207,0.0001761147,0.00002779686,0.00003613261,0.00002750756,0.0004063182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811002,"threshold_uncertainty_score":0.9109572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226361589436819,"score_gpt":0.2904069566659314,"score_spread":0.2681433407715632,"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."}}