{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007964748,0.0001225755,0.0004164975,0.000722805,0.0002733149,0.0008179149,0.0002461516,0.0003298601,0.0008059146],"category_scores_gemma":[0.003603348,0.0001924347,0.0004729836,0.0008515112,0.0002968654,0.0004900687,0.0004196269,0.0006162702,0.000132242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669873,"about_ca_system_score_gemma":0.0002537707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070619,"about_ca_topic_score_gemma":0.001585623,"domain_scores_codex":[0.9991499,0.0001772616,0.0001728463,0.0001429548,0.0002469832,0.000109953],"domain_scores_gemma":[0.9949958,0.0007837215,0.003210284,0.0002323113,0.0002800249,0.0004978773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007360597,0.000008236652,0.9988919,0.00001051015,0.00002062321,0.0001308408,0.00004153264,0.00001745292,0.0001059606,0.00000774111,0.00003457533,0.0006570501],"study_design_scores_gemma":[0.000002998799,0.0001096766,0.9986238,0.00001491536,0.00001422029,0.0008604923,0.0001174502,0.00008060459,0.00007266327,0.000009927339,0.00008885552,0.000004380112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990193,0.0004126656,0.00007866399,0.00003278052,0.000007013265,0.000005330116,0.0001472078,0.000003001252,0.0002940209],"genre_scores_gemma":[0.9995551,0.0001549319,0.00004154456,0.00002429451,0.00001341036,0.000004433744,0.0001631628,0.000001901819,0.00004128204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001070619,"threshold_uncertainty_score":0.00421226,"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."}}