{"id":"W1976448676","doi":"10.1097/tp.0b013e3181ff1493","title":"Extended Valganciclovir Prophylaxis in D+/R− Kidney Transplant Recipients is Associated With Long-Term Reduction in Cytomegalovirus Disease: Two-Year Results of the IMPACT Study","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Valganciclovir; Medicine; Seroconversion; Cytomegalovirus; Internal medicine; Gastroenterology; Chemoprophylaxis; Betaherpesvirinae; Prospective cohort study; Human cytomegalovirus; Surgery; Ganciclovir; Immunology; Viral disease; Herpesviridae; Virus","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":[0.0008230691,0.000265761,0.0004313097,0.0004780231,0.00007979167,0.00002963647,0.0002038715,0.0001393187,0.0000985123],"category_scores_gemma":[0.0001030469,0.0001754674,0.0001322149,0.001236059,0.0001403779,0.0002272553,0.00001033656,0.0008358298,0.00001094407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131829,"about_ca_system_score_gemma":0.0005154999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229465,"about_ca_topic_score_gemma":0.004635855,"domain_scores_codex":[0.9973177,0.000239981,0.0006515699,0.0004998814,0.0008626179,0.0004282954],"domain_scores_gemma":[0.9988213,0.0000769141,0.0001846645,0.0004931851,0.0001555523,0.0002684536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02597272,0.002499613,0.9069248,0.000163988,0.0001190217,0.0003092121,0.007324083,0.00004214301,0.05534754,0.000007391752,0.00001734536,0.001272135],"study_design_scores_gemma":[0.0185376,0.0009855531,0.9670748,0.0008008525,0.0001454203,0.00004256089,0.0001000309,0.0001080214,0.01199544,0.00002017037,0.000001788123,0.0001877572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964989,0.00001916661,0.000006854749,0.0001619758,0.0001358179,0.002162487,0.0006386412,0.00003356651,0.0003425467],"genre_scores_gemma":[0.9992649,0.00008648153,0.00001800947,0.00002470961,0.00005156953,0.00008134433,0.0002802608,0.00003985622,0.0001528683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06015001,"threshold_uncertainty_score":0.7155355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927510847249048,"score_gpt":0.3216206681204602,"score_spread":0.3023455596479697,"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."}}