{"id":"W2995140746","doi":"10.1148/rg.2020190103","title":"Posttransplant Lymphoproliferative Disorder in Children: A 360-degree Perspective","year":2019,"lang":"en","type":"review","venue":"Radiographics","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Perspective (graphical); Degree (music); Pediatrics; Artificial intelligence","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":[0.0002578222,0.0008152055,0.002932067,0.001419722,0.00009523661,0.00004380181,0.0002837743,0.0009279413,0.00006409101],"category_scores_gemma":[0.00006135763,0.0006582999,0.001607837,0.002441252,0.0001846567,0.00009518307,0.00003636732,0.001218697,0.00005697888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000718245,"about_ca_system_score_gemma":0.001181082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009829338,"about_ca_topic_score_gemma":0.0002265359,"domain_scores_codex":[0.9969239,0.0002023581,0.0007247798,0.00092751,0.0005211644,0.0007002526],"domain_scores_gemma":[0.9985638,0.0001057894,0.0003515905,0.0006270484,0.0001488921,0.0002028418],"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":[0.0005606723,0.002188802,0.1278035,0.02736961,0.008510101,0.0003867845,0.003141186,0.00001299285,5.08983e-7,0.008224771,0.003568699,0.8182324],"study_design_scores_gemma":[0.0159735,0.001840112,0.01094091,0.03970386,0.01390705,0.001273104,0.001326234,0.00004129529,3.938671e-7,0.0005604329,0.9112542,0.003178932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003175593,0.9910064,0.00001707274,0.0001709005,0.0002377252,0.003056405,0.000410331,0.00009920409,0.004684435],"genre_scores_gemma":[0.0006806042,0.9974459,0.00004727211,0.0003101725,0.0001812824,0.0002049637,0.0006596032,0.0001530456,0.0003171133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9076855,"threshold_uncertainty_score":0.9995868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550585695786706,"score_gpt":0.3223149540598796,"score_spread":0.2868090971020125,"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."}}