{"id":"W2332787321","doi":"10.1055/s-0030-1256349","title":"Duodenal vascular ectasia (DUVE) associated with hematopoietic stem cell transplant","year":2011,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Melena; Gastric antral vascular ectasia; Esophagogastroduodenoscopy; Gastroenterology; Transjugular intrahepatic portosystemic shunt; Internal medicine; Esophageal varices; Portal hypertensive gastropathy; Portosystemic shunt; Duodenum; Transplantation; Gastrointestinal bleeding; Gastric varices; Portal hypertension; Surgery; Argon plasma coagulation; Endoscopy; Cirrhosis","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":[0.0001080374,0.0002204481,0.0003497921,0.00006491269,0.0000664794,0.00001281399,0.00007473955,0.00005412762,0.0003491354],"category_scores_gemma":[0.000006364074,0.0001533376,0.000126185,0.0001323774,0.00005017262,0.00004256832,0.0000100383,0.0001702359,0.000125298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008360434,"about_ca_system_score_gemma":0.00006338904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000079879,"about_ca_topic_score_gemma":0.00001596915,"domain_scores_codex":[0.9988295,0.00003365099,0.0001987275,0.0002856263,0.0003046443,0.0003478346],"domain_scores_gemma":[0.9993637,0.0000626767,0.0000786532,0.0002312125,0.00006028506,0.0002035089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004414364,0.002623524,0.9845482,0.0001552405,0.0006080648,0.002117973,0.003771649,0.000004537416,0.004420489,0.0003018644,0.0008421505,0.0001648891],"study_design_scores_gemma":[0.01533351,0.00935513,0.5904301,0.00335718,0.003030034,0.0005369914,0.0009408706,0.0001190623,0.3757789,0.0001203218,0.0003381659,0.0006597558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920412,0.0003267389,0.0002820448,0.00008778394,0.00006446632,0.0003354137,0.00001227271,0.0001290943,0.006720952],"genre_scores_gemma":[0.9968695,0.00003706001,0.00250283,0.00009680058,0.0000313637,0.00005281518,0.00002814804,0.00003729741,0.0003441811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3941181,"threshold_uncertainty_score":0.6252927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354869726368208,"score_gpt":0.2226039061387436,"score_spread":0.1990552088750615,"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."}}