{"id":"W2793592126","doi":"10.1097/tp.0000000000002177","title":"Preexisting Cancer in Transplant Candidates","year":2018,"lang":"en","type":"letter","venue":"Transplantation","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Malignancy; Medicine; Cancer; Intensive care medicine; Oncology; Internal 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":[0.001119758,0.0003791971,0.0007364261,0.0006760863,0.001868594,0.001598402,0.0007818383,0.01193715,0.003266553],"category_scores_gemma":[0.01095982,0.0003061742,0.0005793468,0.0005851346,0.0009854514,0.002033454,0.0006725739,0.01487201,0.001512657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632825,"about_ca_system_score_gemma":0.001116911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119796,"about_ca_topic_score_gemma":0.003799816,"domain_scores_codex":[0.9992777,0.0002052217,0.00009309726,0.0001326512,0.0001488005,0.0001425881],"domain_scores_gemma":[0.9974383,0.001313697,0.0002214425,0.00009601594,0.0003459732,0.0005845816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00014328,0.00009393065,0.01971838,0.0001530142,0.00003895105,0.03441421,0.0002930319,0.0002175754,0.0006063026,0.003056897,0.9086707,0.03259373],"study_design_scores_gemma":[0.0003330006,0.000356999,0.02524139,0.00174282,0.0001581318,0.1943328,0.001918909,0.001988008,0.001169313,0.02581465,0.7467203,0.0002238391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003858404,0.005004321,0.0001781352,0.9695472,0.01844112,0.00001094266,0.000070252,0.00002825741,0.002861385],"genre_scores_gemma":[0.0543697,0.007885847,0.0004685413,0.8147488,0.1176159,0.00003563568,0.0001096188,0.00003607586,0.004729965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01193715,"threshold_uncertainty_score":0.01184702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123980458143556,"score_gpt":0.2584273735700088,"score_spread":0.2471875689885732,"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."}}