{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001849977,0.0002462798,0.000401486,0.0001222277,0.0001453801,0.00002546605,0.00004444286,0.0001710374,0.00001566883],"category_scores_gemma":[0.00001720133,0.0002034382,0.0001659267,0.0001673521,0.00005000526,0.0002395308,0.00000220732,0.0001285935,9.905178e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005588171,"about_ca_system_score_gemma":0.00009075762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003040552,"about_ca_topic_score_gemma":0.0005776707,"domain_scores_codex":[0.9986338,0.00008793505,0.0003027984,0.0003757667,0.0003446155,0.0002550831],"domain_scores_gemma":[0.9994061,0.00006354786,0.0001397896,0.0001207162,0.00016176,0.0001081044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003761047,0.0003539372,0.9832393,0.0004667347,0.0003579786,0.001109281,0.003351621,0.000002943017,0.007006399,0.00003892803,0.000007195898,0.0003046156],"study_design_scores_gemma":[0.005084411,0.003424975,0.8819206,0.0006197262,0.002134135,0.0001034797,0.0001138404,0.01411062,0.09221516,0.00001986694,0.000005714835,0.0002474581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995648,0.0007317694,0.001673582,0.00008824465,0.00004812586,0.001531893,0.0001469981,0.00005778818,0.00007364102],"genre_scores_gemma":[0.9986059,0.0003315831,0.0001900856,0.00006542662,0.00003832237,0.0000889979,0.0005929776,0.00002276047,0.00006395881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013187,"threshold_uncertainty_score":0.829597,"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."}}