{"id":"W2092460795","doi":"10.1002/lt.23531","title":"Burden of de novo malignancy in the liver transplant recipient","year":2012,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Immunosuppression; Liver transplantation; Malignancy; Primary sclerosing cholangitis; Incidence (geometry); Population; Internal medicine; Disease; Transplantation; Intensive care medicine; Environmental health","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":[0.0005470109,0.0004835982,0.001332566,0.002906641,0.0001654826,0.0008197906,0.0005095106,0.0006155443,0.002345657],"category_scores_gemma":[0.00104329,0.0002280579,0.000831445,0.002866514,0.0002276186,0.000657785,0.0003625889,0.0005534732,0.0004629168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005631858,"about_ca_system_score_gemma":0.001216141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424207,"about_ca_topic_score_gemma":0.005117993,"domain_scores_codex":[0.9997228,0.00006917431,0.00006188598,0.00004450217,0.00008415971,0.00001757675],"domain_scores_gemma":[0.9995832,0.0001723814,0.0001291162,0.000007018602,0.00008766283,0.00002052585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001704277,0.00003967023,0.003549077,0.07366592,0.001004897,0.0003558885,0.0001205039,0.0002631676,0.0007737548,0.001263072,0.01773931,0.9010544],"study_design_scores_gemma":[0.0000833478,0.0003402038,0.04335502,0.07203853,0.004406965,0.01121974,0.000612185,0.000240091,0.001065143,0.001843441,0.8647161,0.00007931523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002539829,0.9992645,0.0000157101,0.0001096871,0.00002980327,0.000001716564,0.00002636287,0.00000118511,0.0002969769],"genre_scores_gemma":[0.001697488,0.9980559,0.0000429532,0.00005013101,0.00003764125,0.000002221214,0.00002765481,3.303244e-7,0.00008566982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003424207,"threshold_uncertainty_score":0.007847011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433041411106593,"score_gpt":0.3030175410162414,"score_spread":0.2597133999055821,"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."}}