{"id":"W3212252159","doi":"10.1007/s11605-021-05206-8","title":"Non-transplantable Recurrence After Resection for Transplantable Hepatocellular Carcinoma: Implication for Upfront Treatment Choice","year":2021,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Xi’an Jiaotong University","keywords":"Medicine; Milan criteria; Hepatocellular carcinoma; Liver transplantation; Cirrhosis; Surgery; Resection; Incidence (geometry); Transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000599573,0.0001584841,0.0003636225,0.0005079143,0.0005049863,0.0009646455,0.0003450423,0.0007053911,0.002882459],"category_scores_gemma":[0.004631547,0.00006907999,0.0004224583,0.000491648,0.0003664582,0.0009808107,0.0003195205,0.00105034,0.0002744379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005704429,"about_ca_system_score_gemma":0.0009210478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117285,"about_ca_topic_score_gemma":0.002977561,"domain_scores_codex":[0.9996651,0.0001014308,0.00004442409,0.00004122108,0.00006094952,0.0000868437],"domain_scores_gemma":[0.9984519,0.0005805593,0.0004195897,0.00005862557,0.0001478303,0.0003414345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005901157,0.0002012809,0.9410861,0.00007139052,0.00007729535,0.003489849,0.0001487607,0.0003581666,0.0006414769,0.000813258,0.001406531,0.05111581],"study_design_scores_gemma":[0.0000386206,0.0003907434,0.9783822,0.0002244761,0.0002259936,0.008837213,0.001846683,0.001535413,0.0003849509,0.004685904,0.003409204,0.00003872668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612858,0.01290457,0.00108662,0.01245334,0.0003515439,0.00002969485,0.0002569528,0.00002391855,0.01160746],"genre_scores_gemma":[0.9959436,0.001958321,0.0004268741,0.0005239933,0.0004550918,0.000009825279,0.0002359441,0.000006572091,0.0004397746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882459,"threshold_uncertainty_score":0.00964278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07710046451304295,"score_gpt":0.2726190982357205,"score_spread":0.1955186337226776,"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."}}