{"id":"W1512605712","doi":"10.1002/lt.23738","title":"De Novo Malignant Disease After Liver Transplantation? Risk and Surveillance Strategies","year":2013,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Immunology; Cancer; Immunosuppression; Hepatitis B virus; Oncovirus; Immune system; Transplantation; Virus; Organ transplantation; Hepatitis B; Sarcoma; Anal cancer; Liver transplantation; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760043,0.0002530075,0.0005061967,0.001054711,0.0003874417,0.00193954,0.0007135413,0.0008499236,0.003439867],"category_scores_gemma":[0.006326793,0.0001169916,0.0003717256,0.0007452364,0.0004572124,0.001728161,0.0006164038,0.001068643,0.000423752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107226,"about_ca_system_score_gemma":0.0008838898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366922,"about_ca_topic_score_gemma":0.002077055,"domain_scores_codex":[0.9993431,0.0002018996,0.00007460915,0.000112877,0.0001761392,0.00009132608],"domain_scores_gemma":[0.9972237,0.0009805958,0.0009116069,0.00009791916,0.0003376248,0.0004486306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004492777,0.0004274354,0.450498,0.0007918442,0.0003040682,0.0008377315,0.0005987757,0.0007352736,0.0005235381,0.01453069,0.008554255,0.521749],"study_design_scores_gemma":[0.0001407838,0.002216329,0.7812145,0.006981848,0.00131008,0.0224392,0.005011601,0.005660953,0.001929377,0.05472396,0.1181852,0.0001861329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3116782,0.5372667,0.01009911,0.08374693,0.001307048,0.0001316112,0.0005566938,0.0001827831,0.05503092],"genre_scores_gemma":[0.8942947,0.09088302,0.001996274,0.004847934,0.004794274,0.00004716958,0.0003549004,0.00002592602,0.002755859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003439867,"threshold_uncertainty_score":0.01150751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006014944039090154,"score_gpt":0.2221368529013619,"score_spread":0.2161219088622717,"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."}}