{"id":"W3166916426","doi":"10.1007/s00423-021-02215-8","title":"EUS-guided gastroenterostomy versus duodenal stent placement and surgical gastrojejunostomy for the palliation of malignant gastric outlet obstruction: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Langenbeck s Archives of Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Gastroenterostomy; Medicine; Gastric outlet obstruction; Meta-analysis; Surgery; Stent; Radiology; Cancer; Gastrectomy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000869507,0.0004200977,0.007726656,0.0003851845,0.00005887884,0.00001388596,0.0001191141,0.00008748192,0.00006565716],"category_scores_gemma":[0.0003015434,0.0002295954,0.002999922,0.0003842496,0.000183855,0.0000282642,0.0001362733,0.0001883985,6.542384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002232509,"about_ca_system_score_gemma":0.0001128147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001119135,"about_ca_topic_score_gemma":0.000005821337,"domain_scores_codex":[0.9965897,0.0006247118,0.001669556,0.000476054,0.0003413628,0.000298596],"domain_scores_gemma":[0.9943509,0.003531467,0.001325727,0.00054512,0.0001163787,0.0001304571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001554687,0.0001127746,0.0004623134,0.8867793,0.1078603,0.0001260532,0.00008333847,0.000003142601,0.000001113346,0.00004878346,0.0002305642,0.004136887],"study_design_scores_gemma":[0.0007148468,0.0002118984,0.0003672377,0.03610353,0.9567659,0.0008683947,0.0000968846,0.00001980643,0.00000202852,0.000002216675,0.004658616,0.0001885694],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001198554,0.9963067,0.0003818971,0.0002146539,0.00008314391,0.002361769,0.000504208,0.000009710676,0.00001802118],"genre_scores_gemma":[0.0001891558,0.9973754,0.0009008161,0.00005345889,0.00005737648,0.0006329517,0.0004992938,0.00002840797,0.0002631679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8506758,"threshold_uncertainty_score":0.9362628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765681760049133,"score_gpt":0.3629049781074919,"score_spread":0.1863368021025787,"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."}}