{"id":"W3016050211","doi":"10.1245/s10434-020-08452-3","title":"Recurrence Patterns and Outcomes after Resection of Hepatocellular Carcinoma within and beyond the Barcelona Clinic Liver Cancer Criteria","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver cancer; Internal medicine; Surgical oncology; Resection; Gastroenterology; 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":[0.0003826437,0.0001569525,0.0005993065,0.0000505725,0.00003933909,0.00000669883,0.00006349017,0.0001605345,0.0005416014],"category_scores_gemma":[0.00003999946,0.00009981202,0.000131312,0.0001221084,0.0002925651,0.0000589422,0.00009492777,0.0002027335,0.000004259684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001060618,"about_ca_system_score_gemma":0.00008479143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004026825,"about_ca_topic_score_gemma":0.0000555618,"domain_scores_codex":[0.9986476,0.0002396488,0.0004563391,0.0002886036,0.0001791101,0.0001886922],"domain_scores_gemma":[0.998967,0.000367121,0.0001731775,0.0001489078,0.0001516182,0.0001921986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001508608,0.0001235772,0.9868671,0.0002378689,0.0001235474,0.000491093,0.001489452,3.069621e-8,0.0001829243,0.0000384363,0.0005530697,0.008384314],"study_design_scores_gemma":[0.002352386,0.004268228,0.9665886,0.00009829555,0.0003301894,0.00006873906,0.0002588259,0.00146403,0.008901126,0.0001302066,0.01536419,0.0001751894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659439,0.006624407,0.000003720717,0.0264586,0.00009029454,0.000378362,0.00005799721,0.000008359893,0.0004343372],"genre_scores_gemma":[0.9886901,0.009035571,0.0000625323,0.00196761,0.00008701607,0.00005827901,0.00001313098,0.00001236992,0.00007339057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02449099,"threshold_uncertainty_score":0.5930156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1546545217552956,"score_gpt":0.3639099656779072,"score_spread":0.2092554439226116,"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."}}