{"id":"W4407700237","doi":"10.1097/hep.0000000000001272","title":"Reply: Liver transplantation for primary and secondary liver tumours—Patient-level meta-analyses compared to UNOS conventional indications","year":2025,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Liver transplantation; Medicine; Meta-analysis; Primary (astronomy); Transplantation; Internal medicine; Gastroenterology","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":[0.0001228382,0.0001684897,0.0005626737,0.0003110022,0.0001371801,0.00001334228,0.00005578348,0.00009579125,0.0004116304],"category_scores_gemma":[0.0000456387,0.0001442977,0.0002612044,0.0001948898,0.00008474648,0.00006244996,0.00002455079,0.00009960274,0.00002844838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000570583,"about_ca_system_score_gemma":0.0002309755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825,"about_ca_topic_score_gemma":0.00009171465,"domain_scores_codex":[0.9988511,0.0001115523,0.0003563925,0.0003660991,0.0001196819,0.000195189],"domain_scores_gemma":[0.9991572,0.0002920077,0.00009195221,0.000193049,0.0001523103,0.000113519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178737,0.0005966173,0.9519158,0.0009937233,0.00618775,0.0003833389,0.001083944,7.547566e-7,0.001707263,0.005301491,0.01996291,0.01068767],"study_design_scores_gemma":[0.007375578,0.001111444,0.8432068,0.000114263,0.04474537,0.0007143769,0.0002030097,0.005796004,0.02882021,0.001001805,0.0663316,0.0005795935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969272,0.006199223,0.01442233,0.005410193,0.0001427355,0.00188443,0.0005536236,0.00006902951,0.002046413],"genre_scores_gemma":[0.9849314,0.000205535,0.007491658,0.004785474,0.00002043901,0.0005505228,0.001235133,0.00001260559,0.0007672171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087091,"threshold_uncertainty_score":0.588429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1850205444628326,"score_gpt":0.3356151349382245,"score_spread":0.1505945904753919,"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."}}