{"id":"W1971883350","doi":"10.1016/s1091-255x(02)00228-7","title":"27","year":2003,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Explant culture; Ablation; Transplantation; Liver transplantation; Carcinoma; Oncology; Pathology; Surgery; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006723147,0.0001049937,0.0004042304,0.0001913447,0.00002834183,0.00001231524,0.00004381523,0.00001931659,0.001005182],"category_scores_gemma":[0.001226407,0.00008217835,0.0003276044,0.0001353769,0.0000480637,0.0001266506,0.000005875416,0.0003036477,0.00002439483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006347,"about_ca_system_score_gemma":0.0006797232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002147098,"about_ca_topic_score_gemma":5.606386e-7,"domain_scores_codex":[0.9988385,0.0000560912,0.0005197571,0.00008311588,0.0002835274,0.000219019],"domain_scores_gemma":[0.9987941,0.0002741968,0.0003160113,0.000115127,0.000251273,0.0002492582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009075311,0.0002073165,0.8897834,0.00008535852,0.00006728924,0.003061678,0.00003196472,0.00002143268,0.0145283,0.0001247271,0.08514651,0.006034486],"study_design_scores_gemma":[0.004016312,0.002428738,0.3537712,0.002182987,0.0003034676,0.3337765,0.0005032038,0.00005518597,0.008312994,0.0003990952,0.2938095,0.0004408017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820992,0.0005708333,0.002266383,0.001018553,0.0007146316,0.00006379881,0.000001654688,0.00001503496,0.01324987],"genre_scores_gemma":[0.9795142,0.00005187979,0.01801058,0.001060799,0.0003565512,4.953095e-7,0.000001690343,0.00002000467,0.0009837834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360122,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987764975828562,"score_gpt":0.2627822061345809,"score_spread":0.2329045563762953,"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."}}