{"id":"W4407196674","doi":"10.1016/j.hpb.2025.01.010","title":"Impact of intraoperative blood loss on postoperative morbidity after liver resection for primary and secondary liver cancer","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Blood loss; Resection; Surgery; Liver cancer; Hepatectomy; Cancer; General surgery; Internal medicine","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":[0.00006062465,0.0001032993,0.0002054089,0.00009357298,0.00004104773,0.000008551268,0.00002309875,0.00007264387,0.0003690392],"category_scores_gemma":[0.00001430375,0.00007519886,0.00007522705,0.00007843589,0.00006430851,0.00007633273,0.00001046546,0.0001274954,0.000001244235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007550961,"about_ca_system_score_gemma":0.0001592524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003322097,"about_ca_topic_score_gemma":0.0001456473,"domain_scores_codex":[0.9995108,0.00002518791,0.0001338941,0.0001632635,0.00007060185,0.00009629739],"domain_scores_gemma":[0.9996341,0.00007028336,0.00003173918,0.00009467564,0.0001319646,0.00003718351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03359929,0.001812484,0.7568043,0.007439187,0.002671397,0.0005157454,0.01433888,0.00001793534,0.0807607,0.001607565,0.01508207,0.08535047],"study_design_scores_gemma":[0.001717917,0.001572781,0.8871372,0.0002516604,0.0002165971,0.00001991904,0.00003056657,0.00008538934,0.1086728,0.00001603392,0.0001958057,0.00008340017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966378,0.0007941597,0.0008687801,0.0001951464,0.00005580589,0.0005663742,0.0002372567,0.00002605003,0.0006186543],"genre_scores_gemma":[0.9937102,0.002617916,0.001197799,0.0009373554,0.00004666395,0.00007702965,0.00003127147,0.00001015073,0.001371636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303329,"threshold_uncertainty_score":0.4040721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299925344847058,"score_gpt":0.3179899437545623,"score_spread":0.3049906903060917,"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."}}