{"id":"W2322048669","doi":"10.1097/md.0000000000000288","title":"Intermittent Hepatic Inflow Occlusion During Partial Hepatectomy for Hepatocellular Carcinoma Does Not Shorten Overall Survival or Increase the Likelihood of Tumor Recurrence","year":2014,"lang":"en","type":"article","venue":"Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"University of Tokyo","keywords":"Medicine; Hepatocellular carcinoma; Hepatectomy; Occlusion; Blood loss; Surgery; Subgroup analysis; Blood transfusion; Internal medicine; Gastroenterology; Resection; Confidence interval","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":[0.001281553,0.0004674821,0.001068637,0.0002109741,0.0002350991,0.00001821843,0.0003350807,0.0001238908,0.0002902713],"category_scores_gemma":[0.001073095,0.0002292315,0.0002995892,0.0002857329,0.0002947023,0.00009689653,0.0001820597,0.0003007019,0.00001290895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195387,"about_ca_system_score_gemma":0.0001593852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526749,"about_ca_topic_score_gemma":0.0001321039,"domain_scores_codex":[0.9968037,0.0002898274,0.0009445616,0.0005938993,0.0007403458,0.0006276477],"domain_scores_gemma":[0.9976035,0.0005261688,0.0003303449,0.0008591991,0.0002978176,0.000382919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003235207,0.0002872521,0.9561414,0.0009079495,0.0001656701,0.0003299084,0.001054079,4.594035e-7,0.03195052,0.00005448997,0.0002539993,0.005619054],"study_design_scores_gemma":[0.02540304,0.008775386,0.5348021,0.002990778,0.00319812,0.0004349428,0.0006589408,0.1061426,0.3072326,0.0003476106,0.008978689,0.00103521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992112,0.0004132468,0.0005937994,0.003900542,0.0006318703,0.002049943,0.00004154588,0.00008468585,0.0001723409],"genre_scores_gemma":[0.9973055,0.00008062614,0.0003042774,0.0004667346,0.00100078,0.0002709282,0.0001332423,0.00006325702,0.0003746709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213393,"threshold_uncertainty_score":0.9347787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758210864446799,"score_gpt":0.2589931103633656,"score_spread":0.2214110017188977,"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."}}