{"id":"W4395085455","doi":"10.1016/j.jhepr.2024.101075","title":"Recurrence and tumor-related death after resection of hepatocellular carcinoma in patients with metabolic syndrome","year":2024,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"National Cancer Institute","keywords":"Hepatocellular carcinoma; Metabolic syndrome; Medicine; Resection; Internal medicine; Oncology; Gastroenterology; Surgery; Obesity","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":[0.0006597498,0.0001354435,0.0001899975,0.0003707015,0.0002466598,0.0003627884,0.0002073488,0.000269013,0.001002585],"category_scores_gemma":[0.002731926,0.0000968631,0.0005337445,0.0005019435,0.0001290415,0.0002938,0.0003521577,0.000415852,0.00008539836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217076,"about_ca_system_score_gemma":0.0003237684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250769,"about_ca_topic_score_gemma":0.002914501,"domain_scores_codex":[0.9996892,0.0001175131,0.00004029021,0.00004983706,0.00004110928,0.00006205653],"domain_scores_gemma":[0.9981774,0.0003957978,0.001002972,0.00008096184,0.0001284607,0.0002142972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001981976,0.00001336937,0.9984097,0.000007318294,0.00002940297,0.00008108146,0.0000243272,0.00006976425,0.00004858111,0.00001535187,0.00003067229,0.001072386],"study_design_scores_gemma":[0.000009649029,0.0001593851,0.9980302,0.000007237107,0.00004850558,0.0006683793,0.0001301014,0.0007101117,0.00007249069,0.00005924715,0.00009889062,0.000005713651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994566,0.0002015746,0.0000761681,0.00004190087,0.000002883485,0.000002014697,0.0001017697,0.00000150935,0.0001157236],"genre_scores_gemma":[0.9997497,0.00004266188,0.00003912216,0.000006375369,0.000004115883,0.000002132925,0.0001228279,3.870611e-7,0.00003256368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002250769,"threshold_uncertainty_score":0.004475355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739564781100721,"score_gpt":0.2195542655477571,"score_spread":0.2021586177367499,"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."}}