{"id":"W2806819221","doi":"10.1016/j.gie.2018.04.1496","title":"Sa1345 SELF-EXPANDING METAL STENTS IN MALIGNANT BILIARY OBSTRUCTION – RESULTS FROM A LARGE PROSPECTIVE MULTI-CENTRE CANADIAN REGISTRY","year":2018,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital; University of British Columbia; University of Ottawa; Royal Alexandra Hospital; Oakville-Trafalgar Memorial Hospital; Dalhousie University; University of Calgary; Centre Hospitalier de l’Université de Montréal; St. Michael's Hospital; Université de Sherbrooke; University of Alberta","funders":"","keywords":"Medicine; Stent; Pancreatic cancer; Bile duct; Pancreatitis; Bile duct cancer; Adverse effect; Cholecystitis; Surgery; Prospective cohort study; Periampullary cancer; Common bile duct; Cancer; Internal medicine; Gallbladder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003059179,0.0003288594,0.0004029183,0.0003136838,0.0001604808,0.00004022409,0.0001637284,0.0000868999,0.0001773898],"category_scores_gemma":[0.0009034384,0.0002984624,0.0001190467,0.0004195007,0.0001352927,0.0001634733,0.00005828825,0.0004078709,0.0001231193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840465,"about_ca_system_score_gemma":0.0005578727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08257182,"about_ca_topic_score_gemma":0.1271519,"domain_scores_codex":[0.9974089,0.0001000468,0.0005109016,0.0007589206,0.0003314186,0.0008897775],"domain_scores_gemma":[0.9986164,0.00008475347,0.0001649917,0.0004442979,0.0002190401,0.0004704918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00149711,0.0005755511,0.9602569,0.00003583007,0.00007867151,0.0006576296,0.001538651,0.000002534013,0.03433071,0.00002468808,0.0007852438,0.0002164243],"study_design_scores_gemma":[0.02071194,0.00117794,0.9548668,0.001638183,0.0002433342,0.002547262,0.009792425,0.002038806,0.005589283,0.0001727965,0.0006888921,0.0005323805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951685,0.00006873802,0.0003926216,0.0005450983,0.0004850823,0.0008322687,0.0003423311,0.0001584585,0.002006877],"genre_scores_gemma":[0.9473608,0.000007803671,0.05147103,0.0001322287,0.000305952,0.00002085359,0.0002434214,0.00004117188,0.0004167114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05107841,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509906500248164,"score_gpt":0.263040077341216,"score_spread":0.2479410123387344,"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."}}