{"id":"W4282936526","doi":"10.1002/deo2.132","title":"Combined endoscopic mAnagement of BiliaRy and gastrIc OutLET obstruction (CABRIOLET Study): A multicenter retrospective analysis","year":2022,"lang":"en","type":"article","venue":"DEN Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Interquartile range; Gastric outlet obstruction; Gastroenterostomy; Endoscopic ultrasound; Gastroenterology; Stent; Pancreatic cancer; Context (archaeology); Internal medicine; Retrospective cohort study; Radiology; Surgery; Cancer; Gastrectomy","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":[0.001060036,0.0003084539,0.0005484615,0.001160271,0.0003962426,0.0008910194,0.0004683334,0.0005994433,0.002245264],"category_scores_gemma":[0.001719745,0.0003832277,0.0005999689,0.001327313,0.0003410318,0.0005639789,0.000729145,0.0003816803,0.0003125726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003515477,"about_ca_system_score_gemma":0.0004475048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895195,"about_ca_topic_score_gemma":0.003367621,"domain_scores_codex":[0.999062,0.0002395939,0.0001226834,0.0002385665,0.0002051324,0.000132132],"domain_scores_gemma":[0.9980795,0.0002590957,0.001059831,0.0002001234,0.000149094,0.0002523149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003024664,0.00003341715,0.9983258,0.00003145172,0.00009885897,0.0001599985,0.00003164071,0.00001477045,0.0001612392,0.00001634008,0.0001054601,0.0007186131],"study_design_scores_gemma":[0.000091267,0.000242174,0.9971957,0.0000440681,0.0001371063,0.0012159,0.0002555812,0.0001883407,0.00005909687,0.00001698938,0.0005463772,0.00000743801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980337,0.0009650546,0.00006214697,0.00002900861,0.000005880353,0.00002481046,0.0003988062,0.000002964468,0.0004776872],"genre_scores_gemma":[0.9989001,0.000221627,0.00007244958,0.00003575109,0.00002752962,0.0000278253,0.000621047,0.000003080377,0.00009063543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002245264,"threshold_uncertainty_score":0.007511199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627111643139836,"score_gpt":0.2961699803179233,"score_spread":0.279898863886525,"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."}}