{"id":"W4306925334","doi":"10.3389/ti.2022.10753","title":"Incidence of Gastrointestinal Bleeding After Transesophageal Echocardiography Use in Orthotopic Liver Transplantation","year":2022,"lang":"en","type":"article","venue":"Transplant International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Upper gastrointestinal bleeding; Incidence (geometry); Esophageal varices; Liver transplantation; Retrospective cohort study; Cohort; Internal medicine; Surgery; Transplantation; Gastroenterology; Portal hypertension; 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":[0.0001752657,0.0001518081,0.0002132536,0.0005123317,0.00004884987,0.00001375525,0.0001348591,0.00002860563,0.0007785598],"category_scores_gemma":[0.000002219491,0.0001620494,0.0002024397,0.0002769979,0.00004936715,0.0003152873,0.000007067286,0.0002676973,0.000004534654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006493367,"about_ca_system_score_gemma":0.00007618635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003333341,"about_ca_topic_score_gemma":0.0001015457,"domain_scores_codex":[0.9984238,0.0000730871,0.0004033698,0.0002771967,0.0006280222,0.0001945188],"domain_scores_gemma":[0.9995689,0.0001045249,0.0000703074,0.0001063221,0.00007083862,0.00007909465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004785131,0.0002733136,0.9800113,0.000312903,0.0001569096,0.006651266,0.002224087,0.0007757423,0.00428281,0.0003423526,0.000004177815,0.0001800064],"study_design_scores_gemma":[0.002532279,0.0002483829,0.9904164,0.0003753574,0.0004197478,0.002607935,0.0000952434,0.001288341,0.001812497,0.00005031803,0.0000169128,0.0001365857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935217,0.0001087821,0.004457629,0.00007933637,0.0001818935,0.0003280944,0.0008798643,0.00003741526,0.0004052435],"genre_scores_gemma":[0.9975357,0.0004243405,0.001030408,0.0001519683,0.00004984582,0.0001112222,0.0006391117,0.00001629648,0.00004109759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104051,"threshold_uncertainty_score":0.8524684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431218395121476,"score_gpt":0.2399647750565048,"score_spread":0.2256525911052901,"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."}}