{"id":"W2320974423","doi":"10.1158/1538-7445.am2012-716","title":"Abstract 716: High viral load is associated with poor postoperative survival in hepatitis B virus-related hepatocellular carcinoma","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Viral load; Medicine; Hepatocellular carcinoma; Internal medicine; Hepatitis B virus; Gastroenterology; Prospective cohort study; Cohort; Viral hepatitis; Hepatitis B; Virus; Oncology; Virology","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":[0.0003323044,0.000181969,0.0002016926,0.0003797603,0.0002570216,0.0004763803,0.0001752795,0.0003013139,0.002599323],"category_scores_gemma":[0.001278764,0.0001501144,0.000347058,0.0004922089,0.0001920734,0.0003032867,0.0002479193,0.0004007859,0.000296498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133274,"about_ca_system_score_gemma":0.000189524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009593007,"about_ca_topic_score_gemma":0.0009004943,"domain_scores_codex":[0.9998646,0.00003537045,0.0000185026,0.00002765356,0.00002640498,0.00002749535],"domain_scores_gemma":[0.9988987,0.0002499657,0.0004847804,0.00006903784,0.00007960208,0.0002179401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439257,0.00001118081,0.9986946,0.000004908639,0.00002235184,0.00006013184,0.00001016864,0.00002432727,0.0003757713,0.000004017854,0.00004098368,0.0006076965],"study_design_scores_gemma":[0.00000498085,0.00006458777,0.9991033,0.00000264487,0.00002339243,0.0004034981,0.00004420949,0.0001727572,0.00009983516,0.00001503078,0.00006331244,0.0000025125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995782,0.00009958719,0.00004475461,0.00002179724,0.000004929268,0.000001278975,0.0001111487,0.000001961443,0.0001364679],"genre_scores_gemma":[0.999761,0.00002386377,0.0000243789,0.000006454821,0.000008673726,0.000001320985,0.0001099688,9.500934e-7,0.00006341196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002599323,"threshold_uncertainty_score":0.008695602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06410195988520202,"score_gpt":0.3519296093557714,"score_spread":0.2878276494705694,"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."}}