{"id":"W1996781488","doi":"10.1002/lt.21484","title":"Total tumor volume predicts risk of recurrence following liver transplantation in patients with hepatocellular carcinoma","year":2008,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; University of Alberta","funders":"American Association for the Study of Liver Diseases","keywords":"Medicine; Milan criteria; Hepatocellular carcinoma; Liver transplantation; Radiological weapon; Candidacy; Receiver operating characteristic; Internal medicine; Transplantation; Cutoff; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303995,0.0002568076,0.0003764513,0.00023688,0.0001004589,0.000007402391,0.00006860036,0.0001039583,0.0000541915],"category_scores_gemma":[0.000008776834,0.0002272592,0.0001629974,0.000340556,0.00007280883,0.0003275787,0.000003824675,0.0002008893,0.00002155753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000703878,"about_ca_system_score_gemma":0.0001017565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009103644,"about_ca_topic_score_gemma":0.00005348336,"domain_scores_codex":[0.9982514,0.000136723,0.0004161468,0.0003808149,0.0005284135,0.000286479],"domain_scores_gemma":[0.99936,0.00006580657,0.0001587759,0.0001867969,0.0001057702,0.0001228092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932385,0.0004194116,0.98527,0.0006935961,0.00009451461,0.005331107,0.005432595,0.00001557687,0.0001636519,0.000004741689,0.000005919016,0.0006364575],"study_design_scores_gemma":[0.007255113,0.001107742,0.975995,0.0003936234,0.001059363,0.000254357,0.00003404681,0.006316091,0.007354813,0.00000280528,0.000004713148,0.0002223241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967114,0.0004105201,0.001194829,0.00000890726,0.00008691494,0.001115835,0.0002069186,0.00004605734,0.0002186661],"genre_scores_gemma":[0.9964792,0.00101607,0.001147416,0.00001634643,0.00003002297,0.00005669966,0.001174674,0.00003090512,0.00004866837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009275035,"threshold_uncertainty_score":0.926736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903525520794313,"score_gpt":0.1947646427951451,"score_spread":0.175729387587202,"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."}}