{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001148661,0.000140006,0.0001660106,0.00005127921,0.00007964728,0.00002248084,0.00006937765,0.0001103469,0.00002891222],"category_scores_gemma":[0.00002938124,0.0001251932,0.000164685,0.00006980621,0.00004036869,0.000006452603,0.00001763211,0.00007177207,0.000003070687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176965,"about_ca_system_score_gemma":0.00009224995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007605924,"about_ca_topic_score_gemma":0.0003852558,"domain_scores_codex":[0.9992434,0.00005187745,0.0001161953,0.0003234867,0.00009766087,0.0001673548],"domain_scores_gemma":[0.9996767,0.00001601553,0.00002118426,0.0001644938,0.00007565108,0.00004597877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002176013,0.00003969701,0.0002942536,0.0001203287,0.0000924175,0.000002121605,0.001383228,0.00001917199,0.9845271,0.0002050621,0.002600698,0.01049832],"study_design_scores_gemma":[0.0005663049,0.001124379,0.002230653,0.00005505952,0.00005845854,0.000007375847,0.0003818428,0.002293026,0.7747638,0.000004627132,0.2183328,0.000181656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869733,0.005133884,0.003077485,0.0001009701,0.003712028,0.0004236952,0.0003745922,0.00001289888,0.0001911792],"genre_scores_gemma":[0.9928467,0.0002337606,0.0002911351,0.0001387284,0.002936687,0.00008972213,0.0000593757,0.00002520465,0.00337869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2157321,"threshold_uncertainty_score":0.5105231,"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."}}