{"id":"W4389627722","doi":"10.1016/j.ejso.2023.107310","title":"Hepatectomy in hepatocellular carcinoma beyond Milan criteria and portal hypertension – Critical remarks","year":2023,"lang":"en","type":"letter","venue":"European Journal of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Hepatectomy; Milan criteria; Liver cancer; Cohort; Portal hypertension; Retrospective cohort study; Internal medicine; Stage (stratigraphy); Resection; Gastroenterology; Surgery; General surgery; Liver 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001934255,0.0005920355,0.001248159,0.0008884604,0.001812101,0.002430931,0.001262369,0.02312684,0.002523192],"category_scores_gemma":[0.01144943,0.0004475989,0.0009071577,0.000830038,0.00231071,0.003440385,0.001008451,0.01746708,0.002163069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525695,"about_ca_system_score_gemma":0.002343601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298836,"about_ca_topic_score_gemma":0.002277326,"domain_scores_codex":[0.9987187,0.0005008641,0.0002155858,0.0001461131,0.0002027875,0.0002158926],"domain_scores_gemma":[0.9950166,0.002582139,0.0004431492,0.0001929802,0.0006127737,0.001152292],"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":[0.0003627377,0.0001172552,0.01093326,0.0003184293,0.00008191357,0.07839084,0.0003103447,0.0005124764,0.0005077476,0.008038268,0.8612696,0.03915716],"study_design_scores_gemma":[0.0005212426,0.0002813836,0.0146194,0.002262944,0.0002293952,0.1626891,0.002081949,0.001970255,0.0005211203,0.05168846,0.7629161,0.0002185352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0026198,0.009981235,0.0001822627,0.9639982,0.01994693,0.000009791895,0.000036942,0.00001562056,0.003209191],"genre_scores_gemma":[0.04838998,0.01368002,0.0006542732,0.6301185,0.3042826,0.00005646444,0.000113649,0.00002416637,0.002680382],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02312684,"threshold_uncertainty_score":0.01832533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869288475161674,"score_gpt":0.2889696597496213,"score_spread":0.2202767749980046,"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."}}