{"id":"W3025246827","doi":"10.1503/cjs.003019","title":"Interventional radiology-assisted transgastric endoscopic drainage of peripancreatic fluid collections","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Endoscopic ultrasound; Radiology; Endoscopy; Endoscopic ultrasonography; Pancreatitis; Drainage; Pancreatic pseudocyst; Lumen (anatomy); Computed tomography; Interventional radiology; Cyst; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005266497,0.0006074628,0.0002976493,0.001488997,0.0005594952,0.0006438034,0.000484289,0.0008072797,0.001547142],"category_scores_gemma":[0.001973757,0.0002369393,0.000517095,0.0008057031,0.0007010431,0.0005634428,0.0006162801,0.001086653,0.0008591605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581461,"about_ca_system_score_gemma":0.0009540474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008621501,"about_ca_topic_score_gemma":0.002184962,"domain_scores_codex":[0.9995118,0.0001308257,0.0000842608,0.00006719177,0.0001365004,0.00006930628],"domain_scores_gemma":[0.9992531,0.0002408986,0.0001458555,0.0001127197,0.00009302308,0.0001544574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001548381,0.001493362,0.1033762,0.001003928,0.0002890419,0.2576406,0.00186158,0.00255553,0.1853366,0.0007996815,0.005125374,0.4389697],"study_design_scores_gemma":[0.0002763218,0.002004108,0.08239688,0.000216149,0.0001668612,0.845018,0.0002352388,0.004367093,0.04206062,0.0003957255,0.02277064,0.00009246322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146528,0.008715038,0.05800223,0.001134496,0.0002062837,0.0002997964,0.0001519267,0.001116766,0.01572068],"genre_scores_gemma":[0.9417959,0.002816887,0.05157188,0.001205883,0.0003307249,0.00009409455,0.0002095851,0.0001106585,0.001864317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001547142,"threshold_uncertainty_score":0.00517565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05177470310744549,"score_gpt":0.2556908726442378,"score_spread":0.2039161695367924,"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."}}