{"id":"W4200086069","doi":"10.1097/tp.0000000000003998","title":"De Novo Malignancy After Liver Transplantation: Risk Assessment, Prevention, and Management—Guidelines From the ILTS-SETH Consensus Conference","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital","funders":"","keywords":"Liver transplantation; Medicine; Transplantation; Immunosuppression; Incidence (geometry); Malignancy; Epidemiology; Internal medicine; Intensive care 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":[0.01518026,0.002235868,0.003412561,0.008210924,0.00101528,0.002484272,0.004877558,0.004345333,0.00340205],"category_scores_gemma":[0.01701739,0.0007851248,0.004642652,0.003488458,0.0008735725,0.001747966,0.002509362,0.006304568,0.00327812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004483044,"about_ca_system_score_gemma":0.01206954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121254,"about_ca_topic_score_gemma":0.01202442,"domain_scores_codex":[0.99288,0.002563563,0.00239006,0.000328656,0.001492505,0.0003451946],"domain_scores_gemma":[0.9885662,0.003165056,0.001468799,0.0001789705,0.005830221,0.0007907551],"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":[0.0002675122,0.0003554633,0.003980068,0.01924174,0.0006483901,0.0005685727,0.0003908212,0.00273249,0.0005961952,0.004995034,0.3889302,0.5772935],"study_design_scores_gemma":[0.0003911807,0.0002297458,0.0118503,0.1344911,0.001476282,0.002513069,0.0006612992,0.001849209,0.0006455491,0.01089388,0.8348424,0.0001559218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002403208,0.8367952,0.0166756,0.1033813,0.01077819,0.002414782,0.003757187,0.0004825242,0.02331213],"genre_scores_gemma":[0.02188314,0.8062357,0.09387615,0.03621555,0.008461421,0.005879221,0.01797408,0.0001962907,0.009278409],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01518026,"threshold_uncertainty_score":0.08028185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792473034729685,"score_gpt":0.3126457011590046,"score_spread":0.2847209708117077,"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."}}