{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009060114,0.0003296495,0.0005803524,0.001297645,0.001591497,0.001880994,0.001391878,0.002328398,0.01090671],"category_scores_gemma":[0.03537911,0.0002245743,0.0006978535,0.001121069,0.0006292316,0.002396848,0.001477735,0.001997586,0.0006450391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441635,"about_ca_system_score_gemma":0.007338764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160365,"about_ca_topic_score_gemma":0.0138978,"domain_scores_codex":[0.9964432,0.002133299,0.0001619683,0.0001222516,0.0004879108,0.0006512122],"domain_scores_gemma":[0.9733715,0.01551391,0.002164797,0.0002108906,0.002147308,0.006591561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007170524,0.0121948,0.4011035,0.003555229,0.0001383139,0.001430703,0.009263199,0.000728047,0.0003615618,0.002105347,0.07216813,0.4962341],"study_design_scores_gemma":[0.0007212833,0.004042309,0.8572035,0.01276531,0.0004673287,0.0009882033,0.07384775,0.003207128,0.0005293587,0.005340926,0.04071824,0.0001687759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4638759,0.02703411,0.001738063,0.4667154,0.001447229,0.001214928,0.0009642317,0.0001254001,0.0368847],"genre_scores_gemma":[0.9608262,0.01675406,0.004128914,0.01393109,0.0009001939,0.001122875,0.0003658695,0.00001293716,0.001957901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01160365,"threshold_uncertainty_score":0.04791504,"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."}}