{"id":"W2048562787","doi":"10.1097/tp.0b013e31816a105b","title":"Transplant Recipient's Knowledge of Posttransplant Malignancy Risk: Implications for Educational Programs","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malignancy; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000840881,0.0001586279,0.0002423511,0.0001380108,0.0001920072,0.000004180888,0.00007854193,0.0001174476,0.00004172814],"category_scores_gemma":[0.000008800062,0.0001353466,0.0002098913,0.0002118692,0.000114301,0.0000865781,0.000001278777,0.0000997754,0.00001564673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002789837,"about_ca_system_score_gemma":0.0002982353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008254305,"about_ca_topic_score_gemma":0.00002458731,"domain_scores_codex":[0.9989597,0.00003209154,0.0004111101,0.000252862,0.0001115153,0.0002327429],"domain_scores_gemma":[0.9992313,0.0001345944,0.0001251077,0.0001813027,0.0001694545,0.0001582197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006755203,0.006695224,0.8423688,0.003636127,0.0008161202,0.00003077137,0.01522525,0.00005654356,0.07810981,0.0147978,0.0008200037,0.03068835],"study_design_scores_gemma":[0.004665756,0.0005730825,0.9736326,0.0006904403,0.001454507,0.0007584759,0.00003504324,0.0001135146,0.01644474,0.0007618104,0.0006198307,0.0002501888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862943,0.002463088,0.005778634,0.0006204852,0.000165277,0.001160971,0.001815461,0.00007438072,0.001627353],"genre_scores_gemma":[0.9885944,0.005925881,0.001736776,0.00002923928,0.00009346224,0.0002416953,0.002997607,0.00002551258,0.0003553907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312638,"threshold_uncertainty_score":0.5519274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888317985024946,"score_gpt":0.3134835723844931,"score_spread":0.2746003925342436,"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."}}