{"id":"W4410196795","doi":"10.1016/j.hpb.2025.03.167","title":"Impact of bleeding and blood transfusion on short term outcomes following hepatectomy","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatectomy; Term (time); Blood transfusion; Surgery; Intensive care medicine; Resection","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":[0.001190479,0.0002076339,0.0005388799,0.0006240752,0.0005477314,0.001457187,0.0004206821,0.0006688595,0.003164053],"category_scores_gemma":[0.009919583,0.0001400663,0.001655429,0.0009035363,0.0004323299,0.0009355601,0.0009041599,0.001894563,0.0003044159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172437,"about_ca_system_score_gemma":0.001002429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005592582,"about_ca_topic_score_gemma":0.01007734,"domain_scores_codex":[0.9987265,0.0003206463,0.0002020151,0.000107644,0.0002474752,0.0003955917],"domain_scores_gemma":[0.9913867,0.002120598,0.003415246,0.0002450212,0.0006321816,0.002200218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002480934,0.0002458067,0.9828882,0.00009387759,0.000679403,0.0003010699,0.0001166943,0.0002965165,0.000151634,0.0001246579,0.0004608239,0.01216026],"study_design_scores_gemma":[0.00001355271,0.0005459423,0.9981516,0.00004498609,0.0001657354,0.0002420052,0.0002507981,0.0001631877,0.00004007107,0.0001545765,0.0002135254,0.00001392039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992604,0.003724674,0.0001006606,0.0008316964,0.0001105973,0.00001022714,0.0004888666,0.000004838189,0.002124405],"genre_scores_gemma":[0.9981827,0.0006473946,0.00004918981,0.0001094784,0.0001126099,0.000004471423,0.0005265856,0.00000263045,0.0003650272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005592582,"threshold_uncertainty_score":0.01112008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187151414614712,"score_gpt":0.3221840165530165,"score_spread":0.3034688750915454,"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."}}