{"id":"W4415749821","doi":"10.1097/hep.0000000000001594","title":"Satellite lesions versus intrahepatic metastasis in multifocal intrahepatic cholangiocarcinoma: Prognostic impact and genomic profiling","year":2025,"lang":"en","type":"article","venue":"Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Chugai Pharmaceutical; Genentech; National Natural Science Foundation of China; National Key Research and Development Program of China; AstraZeneca","keywords":"Metastasis; Satellite; Profiling (computer programming); Stage (stratigraphy); Intrahepatic Cholangiocarcinoma; Distant metastasis","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":[0.0002186668,0.0000998543,0.0001450311,0.0006048428,0.0001501283,0.0002918257,0.0001157858,0.000172446,0.00090396],"category_scores_gemma":[0.0008485856,0.00007292801,0.0001074729,0.0005246244,0.0001560243,0.0001472597,0.00025353,0.0001441932,0.000125359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611008,"about_ca_system_score_gemma":0.00008567985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007855401,"about_ca_topic_score_gemma":0.00155711,"domain_scores_codex":[0.9998964,0.00002260984,0.00001177668,0.00002878946,0.00001846527,0.00002194468],"domain_scores_gemma":[0.9994676,0.0001383271,0.0002396642,0.00002886347,0.00003877886,0.00008677529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003589822,0.00001071357,0.9901184,0.0000144364,0.00002361101,0.0001442888,0.00004682039,0.0001017553,0.005108351,0.00001878268,0.00004121896,0.004012608],"study_design_scores_gemma":[0.000004462858,0.00008277122,0.9975466,0.000004491753,0.000023274,0.0008500264,0.0000829794,0.0004771284,0.00073604,0.00004316339,0.0001464075,0.000002597147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995366,0.0001841468,0.00007510574,0.00001433053,7.223805e-7,0.000001955714,0.00009187854,0.000001838816,0.00009336307],"genre_scores_gemma":[0.9996867,0.00004188167,0.0001032404,0.000004878473,0.000002329276,0.00000212358,0.0001265303,8.557403e-7,0.0000314719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00090396,"threshold_uncertainty_score":0.003024042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850833380477329,"score_gpt":0.3320586179616432,"score_spread":0.3035502841568699,"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."}}