{"id":"W4379779619","doi":"10.1016/j.gie.2023.04.1410","title":"EUS-GUIDED GASTROENTEROSTOMY IS SUPERIOR TO ENTERAL STENTING IN MALIGNANT GASTRIC OUTLET OBSTRUCTION: THE FIRST CANADIAN COMPARATIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterostomy; Gastric outlet obstruction; Enteral administration; Surgery; General surgery; Radiology; Parenteral nutrition; Internal medicine; Cancer; Gastrectomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004482738,0.0003263697,0.0005193351,0.0005669683,0.0002660958,0.00005750536,0.0002739511,0.00003034225,0.0002220125],"category_scores_gemma":[0.0001941641,0.0002485174,0.0001180239,0.001030201,0.0001105295,0.00008272196,0.0001505528,0.000428533,0.0005530069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708012,"about_ca_system_score_gemma":0.0001652885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01382386,"about_ca_topic_score_gemma":0.04074564,"domain_scores_codex":[0.9973437,0.0001527757,0.0005730779,0.0005633171,0.0003378914,0.001029258],"domain_scores_gemma":[0.9987887,0.0001260055,0.00009539719,0.0004012396,0.0001416096,0.0004470222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002568803,0.0001274353,0.985579,0.00002284018,0.00002226849,0.002264549,0.003689712,0.0000935209,0.00370823,0.000008291707,0.004149341,0.00007797963],"study_design_scores_gemma":[0.002894236,0.00232175,0.9758054,0.0004373477,0.00004977713,0.008744756,0.008571946,0.0003971006,0.0002002036,0.000009191815,0.0004260338,0.000142233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925395,0.00001846086,0.0001142633,0.005199664,0.0002919085,0.001283297,0.00005359598,0.0000987313,0.0004006188],"genre_scores_gemma":[0.9934775,0.000001441387,0.003884792,0.00152527,0.0002014077,0.0001638569,0.00003408353,0.00003112516,0.0006805822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02692178,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581104338179703,"score_gpt":0.3117423997689935,"score_spread":0.2659313563871964,"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."}}