{"id":"W4225930730","doi":"10.1097/tp.0000000000003773","title":"Cancer Screening in Solid Organ Transplant Recipients: A Focus on Screening Liver, Lung, and Kidney Recipients for Cancers Related to the Transplanted Organ","year":2021,"lang":"en","type":"review","venue":"Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University Health Network","funders":"","keywords":"Medicine; Cancer; Malignancy; Context (archaeology); Population; Intensive care medicine; Organ transplantation; Lung cancer; Kidney cancer; Cancer screening; Life expectancy; Transplantation; Clinical trial; Oncology; Internal medicine; Environmental health; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0005190083,0.0007509321,0.001836095,0.0005390483,0.0003058953,0.00006882407,0.0002521682,0.000614718,0.0001295298],"category_scores_gemma":[0.00006942386,0.0005908303,0.0004325669,0.001291721,0.00006285437,0.0001388782,0.000009887956,0.0008780588,0.000005101685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000584739,"about_ca_system_score_gemma":0.0008475794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237087,"about_ca_topic_score_gemma":0.003450868,"domain_scores_codex":[0.9962388,0.0002880861,0.001098467,0.001034628,0.0005658677,0.0007742089],"domain_scores_gemma":[0.9984471,0.0002849277,0.0003599906,0.0003500086,0.0001474085,0.0004105601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0030604,0.000168523,0.00223693,0.01392264,0.001816629,0.0003052388,0.01024403,0.0003738587,0.00003489727,0.00005985473,0.00135466,0.9664223],"study_design_scores_gemma":[0.03814938,0.002143678,0.005414296,0.624692,0.02753243,0.0005297363,0.0008837488,0.002690321,0.0003360344,0.00002650729,0.2940016,0.003600249],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001908081,0.9796319,0.006267069,0.001210868,0.0007532358,0.005464116,0.004373991,0.0001398992,0.0002508587],"genre_scores_gemma":[0.005435972,0.9875678,0.0004087456,0.0007588626,0.0001170486,0.0009018376,0.004357533,0.0001772176,0.0002750051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9628221,"threshold_uncertainty_score":0.9996543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292677486638373,"score_gpt":0.3413776540976256,"score_spread":0.3084508792312419,"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."}}