{"id":"W2072542959","doi":"10.1002/lt.21767","title":"Volumes of Liver Transplant and Partial Hepatectomy Procedures Are Independently Associated with Lower Postoperative Mortality Following Resection for Hepatocellular Carcinoma","year":2009,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Hepatectomy; Hepatocellular carcinoma; Odds ratio; Liver transplantation; Confidence interval; Surgery; Portal hypertension; Mortality rate; Logistic regression; Internal medicine; Gastroenterology; Resection; Transplantation; 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":[0.0005238316,0.0001708866,0.0002091045,0.0003452328,0.0001573098,0.0004761787,0.0002617305,0.0002821828,0.001231889],"category_scores_gemma":[0.004171415,0.0001850658,0.0004289193,0.0004024929,0.0002206247,0.0003148387,0.0003373683,0.0005509531,0.0001166792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932578,"about_ca_system_score_gemma":0.0002156297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041832,"about_ca_topic_score_gemma":0.002837382,"domain_scores_codex":[0.9996649,0.0001197475,0.00004480876,0.00004421498,0.00006915249,0.00005726517],"domain_scores_gemma":[0.995893,0.001026916,0.002076277,0.0001410782,0.0001685562,0.0006941723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176761,0.00001870125,0.9988837,0.000004785513,0.0000440099,0.00002092971,0.00001122738,0.00004495648,0.00009532467,0.000006079646,0.00003248713,0.0007202593],"study_design_scores_gemma":[0.000002719398,0.00003133594,0.9996756,0.000001731985,0.00001434768,0.00007012872,0.00002001535,0.000132077,0.00001942329,0.00000867905,0.00002280923,0.000001140258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994144,0.0002298524,0.00004546669,0.0000514821,0.00000396881,0.000001507881,0.00007341174,0.000003208258,0.0001767119],"genre_scores_gemma":[0.9997417,0.00006224431,0.00003177179,0.00001045945,0.00001221059,0.000001249322,0.00009522794,0.000001068545,0.00004413551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041832,"threshold_uncertainty_score":0.004121065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612077664612854,"score_gpt":0.2484947236221202,"score_spread":0.2123739469759917,"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."}}