{"id":"W4393376090","doi":"10.1097/hep.0000000000000856","title":"Management of coagulopathy among patients with cirrhosis undergoing upper endoscopy and paracentesis: Persistent gaps and areas of consensus in a multispecialty Delphi","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health; American Association for the Study of Liver Diseases","keywords":"Medicine; Coagulopathy; Cirrhosis; Endoscopy; Intensive care medicine; Paracentesis; Clopidogrel; Interventional radiology; Therapeutic endoscopy; Surgery; General surgery; Internal medicine; Aspirin; Ascites","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":[0.00004407797,0.00008670236,0.0002268953,0.000130858,0.00001519377,0.000003608498,0.00001568842,0.00004053444,0.00001418678],"category_scores_gemma":[0.000002964772,0.00007163059,0.00003096394,0.00009076513,0.0001606902,0.00002785053,0.00001387839,0.00005002629,7.005659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002166303,"about_ca_system_score_gemma":0.00003184933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438211,"about_ca_topic_score_gemma":0.0001944355,"domain_scores_codex":[0.9993626,0.00003727353,0.0001919691,0.0001909926,0.0001023872,0.0001147744],"domain_scores_gemma":[0.999701,0.0000876897,0.00004444984,0.00007476189,0.00003610106,0.00005597096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006275862,0.0001286674,0.9944975,0.00204061,0.000392698,0.0002612852,0.0009519517,0.000001258939,0.00002624143,0.0004486159,0.000005523485,0.0006181088],"study_design_scores_gemma":[0.002951944,0.0002749481,0.9925077,0.001303684,0.0008544338,0.00002435622,0.0009920287,0.0007042112,0.0002868171,0.00003071579,0.000005655967,0.000063513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967744,0.002488244,0.00002721061,0.00008128718,0.00004135495,0.0003284891,0.00003074419,0.00001094826,0.0002173237],"genre_scores_gemma":[0.9982414,0.001331181,0.000340176,0.00002163495,0.000004088619,0.00001472997,0.0000302376,0.000008571873,0.000007955065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002324358,"threshold_uncertainty_score":0.2921011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00870686913593389,"score_gpt":0.2347081092555816,"score_spread":0.2260012401196477,"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."}}