{"id":"W4396966296","doi":"10.1016/j.hpb.2024.03.191","title":"Perioperative changes of serum transaminase levels on postoperative morbidity following liver resection for hepatocellular carcinoma","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Perioperative; Transaminase; Resection; Internal medicine; Gastroenterology; Aspartate transaminase; Carcinoma; Peri; Hepatectomy; Surgery; Alkaline phosphatase; Enzyme","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":[0.0002489226,0.0002852233,0.0004431866,0.000328145,0.0001956906,0.0005235945,0.0001409862,0.0002991223,0.0006005884],"category_scores_gemma":[0.002225557,0.0001256458,0.0003654992,0.0004447368,0.0002911213,0.0003435054,0.0002181686,0.001061614,0.0001069523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172059,"about_ca_system_score_gemma":0.0004021822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009784889,"about_ca_topic_score_gemma":0.001432113,"domain_scores_codex":[0.9998022,0.00003956977,0.00003382458,0.00002086724,0.00004647016,0.00005704746],"domain_scores_gemma":[0.9985611,0.000376437,0.0004784374,0.000071169,0.0001153768,0.0003975281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02843016,0.000528597,0.9217609,0.0001606934,0.0004851331,0.003041645,0.0003293928,0.0006423283,0.01753164,0.0001491279,0.0003039527,0.02663638],"study_design_scores_gemma":[0.00003558721,0.002036764,0.9932201,0.00001901859,0.0002417903,0.0007845972,0.000231643,0.0004251722,0.002641785,0.0000615582,0.0002814919,0.00002059546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985033,0.0007624289,0.00013132,0.0000479653,0.00004476165,0.000005868741,0.00006188876,0.000004989298,0.0004375658],"genre_scores_gemma":[0.999384,0.0003039996,0.00006115435,0.00002372344,0.00003745517,0.000005847994,0.00008501469,0.00000184837,0.00009691858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009784889,"threshold_uncertainty_score":0.002301455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499921853672761,"score_gpt":0.2812881944724435,"score_spread":0.2462889759357159,"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."}}