{"id":"W4411626567","doi":"10.1016/j.gassur.2025.102135","title":"Distinct patterns of late recurrence in long-term hepatocellular carcinoma survivors","year":2025,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Term (time); Internal medicine; Oncology; General surgery","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":[0.00101048,0.0002499091,0.0009314949,0.0007372039,0.00003289111,0.00001795318,0.0001455735,0.00005747382,0.0001018542],"category_scores_gemma":[0.0005640786,0.0002077382,0.0005240901,0.0005097222,0.00007664897,0.0001220951,0.00005354071,0.0004210207,0.000004033482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436658,"about_ca_system_score_gemma":0.0004516255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002495653,"about_ca_topic_score_gemma":0.00006532301,"domain_scores_codex":[0.9976014,0.0001759513,0.00123899,0.0002129964,0.0003987822,0.0003718821],"domain_scores_gemma":[0.9979013,0.000649951,0.0006302253,0.000245645,0.0003803222,0.0001925285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007256453,0.000475192,0.9863141,0.0005442174,0.00005943478,0.006199773,0.0000400305,8.474639e-7,0.001343423,0.00000825556,0.00009134832,0.004197754],"study_design_scores_gemma":[0.0008954203,0.0004359321,0.9881718,0.004802555,0.0001754275,0.001584288,0.0000257154,0.0002965928,0.003446395,0.00002819338,0.0000221237,0.0001155325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968558,0.0009618569,0.001186888,0.0003551577,0.0002569591,0.0002102203,0.00001118777,0.00001066353,0.0001512469],"genre_scores_gemma":[0.9990964,0.00007686123,0.0004848783,0.00003628952,0.00008710202,0.000005059392,0.00001997295,0.00001860774,0.0001748135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004615485,"threshold_uncertainty_score":0.8471318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05259236646324638,"score_gpt":0.2616673713851017,"score_spread":0.2090750049218553,"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."}}