{"id":"W4316687628","doi":"10.1097/hep.0000000000000034","title":"Liver resection for HCC in patients with metabolic syndrome: questions answered, questions raised","year":2023,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatology; Population; Liver transplantation; Cohort; Overweight; Cirrhosis; Metabolic syndrome; Internal medicine; Transplantation; Obesity; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009472733,0.0005743396,0.001704078,0.00126935,0.001396826,0.002975127,0.002276297,0.01021866,0.005377124],"category_scores_gemma":[0.04327073,0.0004551033,0.001044196,0.001702445,0.003381843,0.008104214,0.001297108,0.006247902,0.002270281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186725,"about_ca_system_score_gemma":0.004103958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387369,"about_ca_topic_score_gemma":0.004638023,"domain_scores_codex":[0.9961932,0.001675976,0.0009259704,0.0003885642,0.0005157362,0.0003006031],"domain_scores_gemma":[0.9755085,0.01250224,0.003178191,0.0005922512,0.006159035,0.002059798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006753576,0.0002965937,0.0373342,0.007514315,0.0003081442,0.002924822,0.001614375,0.0002493582,0.0005318235,0.005677691,0.5150958,0.4277775],"study_design_scores_gemma":[0.0005620424,0.0008663669,0.1188542,0.04790944,0.0007111474,0.02608138,0.02964307,0.001293149,0.0004081281,0.05771661,0.715458,0.0004964927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003049785,0.1887751,0.0002697569,0.7874113,0.01936461,0.00002446991,0.0001983189,0.00002164264,0.0008849611],"genre_scores_gemma":[0.05098301,0.3860511,0.003001475,0.3025623,0.254525,0.0001541789,0.0007973584,0.00006592664,0.00185966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01021866,"threshold_uncertainty_score":0.05009717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996462530730761,"score_gpt":0.2710719998053892,"score_spread":0.2511073744980816,"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."}}