{"id":"W4221052100","doi":"10.14740/jmc3842","title":"Endoscopic Ultrasound-Guided Rendezvous for Biliary Obstruction in Patient With Prior Whipple Surgery","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Rendezvous; Endoscopic ultrasound; Surgery; Endoscope; Biliary drainage; Endoscopy; Radiology; Therapeutic endoscopy; Ultrasound; General surgery; Pancreatitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007718864,0.0001087655,0.0003981984,0.0002581109,0.00008598299,0.000009934242,0.00008998718,0.00005802607,0.0009072739],"category_scores_gemma":[0.002299297,0.00007542673,0.0001465316,0.0002608077,0.00006596684,0.00006848323,0.00002602844,0.0004463356,4.94075e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502778,"about_ca_system_score_gemma":0.0008612683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009404195,"about_ca_topic_score_gemma":0.00007258427,"domain_scores_codex":[0.997635,0.0001025699,0.0006086372,0.0001370721,0.001296132,0.0002205563],"domain_scores_gemma":[0.9982955,0.000984761,0.0002602052,0.0001149242,0.0001221824,0.0002224425],"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":[0.007428126,0.005221244,0.4913886,0.001137294,0.0005873266,0.03441108,0.003342885,0.000281531,0.004099225,0.00007715727,0.3214583,0.1305672],"study_design_scores_gemma":[0.03444094,0.02656972,0.2077142,0.002268884,0.001169312,0.5600412,0.04866615,0.0003401182,0.008320444,0.001329032,0.1081494,0.0009906864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935272,0.0008487119,0.0000687988,0.004407347,0.0008021084,0.000288606,0.00001146045,0.00001044773,0.0000353027],"genre_scores_gemma":[0.9983377,0.0001801894,0.00037709,0.0007857045,0.0002127869,0.00003674271,0.0000196914,0.00001629492,0.0000337582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5256301,"threshold_uncertainty_score":0.9934013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808743504640707,"score_gpt":0.2860368690027943,"score_spread":0.2579494339563872,"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."}}