{"id":"W4220770523","doi":"10.1002/lt.26451","title":"Coagulopathy and hemostasis management in patients undergoing liver transplantation","year":2022,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Liver transplantation; Intensive care medicine; Hemostasis; Coagulopathy; Liver disease; Disease; Perioperative; Broad spectrum; Multidisciplinary approach; Chronic liver disease; Transplantation; Disease management; Surgery; Internal medicine; 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":[0.000695758,0.0006074217,0.001087713,0.001975212,0.0002277604,0.001029036,0.0005744902,0.0008118229,0.001847036],"category_scores_gemma":[0.002172272,0.0001754422,0.0006127633,0.001776086,0.0002947617,0.0008168732,0.000485597,0.001016792,0.0004166962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004584103,"about_ca_system_score_gemma":0.001201982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158774,"about_ca_topic_score_gemma":0.002549638,"domain_scores_codex":[0.9996457,0.00009768296,0.0000999636,0.00004335548,0.00009514081,0.00001812922],"domain_scores_gemma":[0.999325,0.0004193727,0.0001227136,0.000009292244,0.0001030126,0.00002058046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009113058,0.00005423864,0.0007049847,0.0425581,0.0002611517,0.0001940757,0.000126718,0.0002751011,0.0003036299,0.001773881,0.01809997,0.9355569],"study_design_scores_gemma":[0.00005370213,0.000251647,0.007697905,0.07580596,0.001352533,0.005953292,0.0002924155,0.0003875221,0.0005506182,0.004636496,0.9029579,0.00005997376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007892641,0.9994196,0.00003154403,0.0001706255,0.00005389664,0.000002068954,0.000006318892,0.000001567323,0.0002355539],"genre_scores_gemma":[0.0008562373,0.998722,0.00009167077,0.00011988,0.0001047133,0.000004113318,0.00001500736,5.109238e-7,0.00008585087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001975212,"threshold_uncertainty_score":0.006178916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293311729405712,"score_gpt":0.2816878424622111,"score_spread":0.2487547251681539,"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."}}