{"id":"W2612341481","doi":"10.1111/ctr.13000","title":"Clinical and virologic outcomes in high‐risk adult Epstein‐Barr virus mismatched organ transplant recipients","year":2017,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Roche; Astellas Pharma US","keywords":"Medicine; Valganciclovir; Immunosuppression; Viral load; Viremia; Internal medicine; Gastroenterology; Immunology; Population; Transplantation; Virus; Ganciclovir","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":[],"consensus_categories":[],"category_scores_codex":[0.001221338,0.0002533979,0.0009153149,0.00007635506,0.0002522447,0.00005123723,0.0002018627,0.00057009,0.0000614306],"category_scores_gemma":[0.000732108,0.0002040695,0.000274386,0.00006793773,0.0004294921,0.0001824502,0.00001369101,0.0007541192,0.00004965667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041313,"about_ca_system_score_gemma":0.00007830419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007694317,"about_ca_topic_score_gemma":0.001611083,"domain_scores_codex":[0.997115,0.0003345839,0.001292293,0.000619781,0.0002826223,0.0003557511],"domain_scores_gemma":[0.9981741,0.0005608437,0.0004478261,0.0004630686,0.00007576833,0.0002783422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002347944,0.0004990915,0.9741107,0.00006090396,0.0001379208,0.000150784,0.0003396558,0.000003100587,0.0001248567,0.00005439864,0.00005805308,0.02211262],"study_design_scores_gemma":[0.01971979,0.000900371,0.9770354,0.0002142843,0.0005326047,0.000008745839,0.00007114574,0.0001812587,0.0001152267,0.0009492854,0.00004310513,0.0002288008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957135,0.00008912214,0.0003452431,0.001664687,0.0009891952,0.0004902288,0.0001819753,0.00006633269,0.0004596748],"genre_scores_gemma":[0.979203,0.01836993,0.0006250407,0.001283705,0.0001342481,0.00002304037,0.0001396159,0.00002854282,0.0001928901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02188382,"threshold_uncertainty_score":0.8321713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430666348859815,"score_gpt":0.3715210854898046,"score_spread":0.3272144220012064,"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."}}