{"id":"W2038457699","doi":"10.1002/hep.20528","title":"Aasld Single–Topic Research Conference on Hepatocellular Carcinoma: Conference Proceedings","year":2004,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Disease; Liver disease; Transplantation; Intensive care medicine; Clinical trial; Pathology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003971004,0.0004008824,0.0007309626,0.0004682309,0.0002722962,0.00007750953,0.0002866843,0.0004506198,0.0005147982],"category_scores_gemma":[0.0002178217,0.0003542744,0.0001698582,0.0007151734,0.0005126729,0.0001199593,0.0001293247,0.0008320714,0.0009689305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361098,"about_ca_system_score_gemma":0.0006930676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004950442,"about_ca_topic_score_gemma":0.00005804646,"domain_scores_codex":[0.9967918,0.0001129845,0.0004711781,0.0008946819,0.0006831806,0.001046194],"domain_scores_gemma":[0.9978375,0.00009850632,0.0001057545,0.0005010059,0.00101496,0.0004422554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002722203,0.0007290069,0.9266238,0.0001499767,0.00006279811,0.001495578,0.0007817656,5.073373e-8,0.01250351,0.05580145,0.0006745842,0.0009052134],"study_design_scores_gemma":[0.02782261,0.02500006,0.1020343,0.001612123,0.0009660998,0.004846739,0.003771857,0.01992,0.7090546,0.05345676,0.04850278,0.003012137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573182,0.0003957067,0.00008223523,0.007475321,0.0002006339,0.001096059,0.000008442167,0.0001883461,0.03323507],"genre_scores_gemma":[0.9971417,0.00009947865,0.000652223,0.0005595405,0.0001982636,0.0002248348,0.00006414754,0.0000578979,0.001001947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8245896,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.233754388491387,"score_gpt":0.3271132477318536,"score_spread":0.09335885924046661,"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."}}