{"id":"W3094471147","doi":"10.14309/01.ajg.0000705748.95237.10","title":"S0925 The Endoscopic Management of Stricture in Patients With Pancreaticoduodenectomy","year":2020,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Stent; Surgery; Endoscopic retrograde cholangiopancreatography; Adverse effect; Anastomosis; Pancreatitis; Internal medicine; Resection","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":[0.0006077242,0.0001818776,0.0003249466,0.0006507396,0.0003108777,0.0004372973,0.0001616692,0.0002755296,0.001767101],"category_scores_gemma":[0.001972736,0.0001019283,0.0003099171,0.0006868453,0.0002128695,0.0002973996,0.0002804379,0.0003006095,0.0002877832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891326,"about_ca_system_score_gemma":0.0002893994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419233,"about_ca_topic_score_gemma":0.0006087045,"domain_scores_codex":[0.9996532,0.00008312578,0.00007504899,0.00004933806,0.00009500289,0.00004431303],"domain_scores_gemma":[0.9985845,0.0003005217,0.0007362695,0.00005141546,0.00008129597,0.0002460427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558862,0.00002624546,0.9891804,0.00003852299,0.00003166921,0.001138602,0.00003478076,0.00004556245,0.0002840858,0.00001456391,0.0001806553,0.008868933],"study_design_scores_gemma":[0.00001781578,0.0004170189,0.9848428,0.00005421991,0.00003877029,0.01299132,0.0001131247,0.0002601796,0.0002605772,0.00004323786,0.0009564448,0.000004380567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941958,0.002928007,0.0001943165,0.0001728517,0.00002576067,0.00001364504,0.0001484015,0.00001126837,0.002309997],"genre_scores_gemma":[0.9989669,0.0005040828,0.0001605278,0.00004876558,0.00005193288,0.000005197566,0.0001481024,0.000002187722,0.0001123485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001767101,"threshold_uncertainty_score":0.005911529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006575638625422945,"score_gpt":0.215574354804477,"score_spread":0.2089987161790541,"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."}}