{"id":"W3133341601","doi":"10.1055/a-1392-4546","title":"Modified endoscopic ultrasound-guided double-balloon-occluded gastroenterostomy bypass (M-EPASS): a pilot study","year":2021,"lang":"en","type":"article","venue":"Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Gastroenterostomy; Balloon; Gastric outlet obstruction; Endoscopic ultrasound; Surgery; Radiology; Stent; Clinical endpoint; Impaction; Balloon dilatation; Balloon dilation; Randomized controlled trial; Gastrectomy; Internal medicine; Cancer","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":[0.002591898,0.001154575,0.001014274,0.0005484594,0.0003624014,0.0005454017,0.0006140358,0.0008933363,0.001745472],"category_scores_gemma":[0.00203645,0.0004133175,0.001057924,0.0004096751,0.001313698,0.0009142743,0.0006953441,0.0008616224,0.000415664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150435,"about_ca_system_score_gemma":0.0006393577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003996022,"about_ca_topic_score_gemma":0.0004080046,"domain_scores_codex":[0.9989189,0.0005553834,0.00009175217,0.0001784519,0.0001083796,0.000147134],"domain_scores_gemma":[0.9982436,0.0005668079,0.0003392498,0.0003361364,0.0001147915,0.0003994409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1824193,0.1515273,0.5073587,0.001119191,0.001997762,0.01089501,0.001753332,0.001239007,0.06077985,0.0004063538,0.000654706,0.07984957],"study_design_scores_gemma":[0.01499167,0.7455972,0.2256145,0.00003563168,0.0004026115,0.00669562,0.0005036223,0.001406101,0.00367168,0.00007521819,0.0009318351,0.00007430105],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993656,0.0001230432,0.0001901423,0.00001371695,0.000008481242,0.0001410595,0.00002916379,0.000005015585,0.0001237596],"genre_scores_gemma":[0.9982219,0.0002452862,0.0007906504,0.00007650596,0.00007631052,0.0002685931,0.0001844797,0.000004014192,0.0001322653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002591898,"threshold_uncertainty_score":0.0137074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037697869574066,"score_gpt":0.3210820050424383,"score_spread":0.2707050263466976,"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."}}