{"id":"W4386939670","doi":"10.1007/978-3-031-20999-4_45","title":"Post-transplant Malignancies","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Immunosuppression; Malignancy; Medicine; Etiology; Transplantation; Organ transplantation; Cancer; Incidence (geometry); Immunology; Intensive care medicine; 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":[0.0001374824,0.0002922988,0.0002311626,0.0003369443,0.0004838424,0.0008591286,0.0003755594,0.0004395659,0.09019098],"category_scores_gemma":[0.0003748716,0.0001131764,0.0002353235,0.0003370522,0.0002431206,0.0007304181,0.0007041533,0.001150118,0.02649336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003286012,"about_ca_system_score_gemma":0.0004747038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007461272,"about_ca_topic_score_gemma":0.003457949,"domain_scores_codex":[0.9999355,0.00001135816,0.000002745921,0.000008695424,0.00002871455,0.00001292219],"domain_scores_gemma":[0.9999318,0.00002998059,0.00000451013,0.000007290927,0.00001173922,0.00001468816],"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":[0.00002329797,0.0001041447,0.0005136858,0.0002312931,0.000005355698,0.0006749936,0.0003738488,0.0002077496,0.000812115,0.03431712,0.5716479,0.3910886],"study_design_scores_gemma":[0.000001603253,0.0000149779,0.0006432974,0.0001126867,0.00000158377,0.001075039,0.00006389873,0.00002608083,0.00009570579,0.00262361,0.9953396,0.000001810615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00164114,0.02599361,0.001690015,0.002504005,0.00313702,0.00004055148,0.0001648085,0.0001147132,0.9647142],"genre_scores_gemma":[0.005960419,0.01564491,0.0006827626,0.001896251,0.0008802995,0.00002556601,0.0001561675,0.00003969534,0.9747139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09019098,"threshold_uncertainty_score":0.3017189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076991942142075,"score_gpt":0.2419796172021888,"score_spread":0.221209697780768,"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."}}