{"id":"W2056461600","doi":"10.1097/00007890-201007272-00046","title":"THE IMPACT STUDY: EXTENDING VALGANCICLOVIR PROPHYLAXIS IN KIDNEY TRANSPLANT HIGH RISK (D+/R−) RECIPIENTS IS ASSOCIATED WITH LONG-TERM BENEFITS.","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Hepatitis C virus research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Valganciclovir; Kidney transplant; Term (time); Medicine; Kidney transplantation; Intensive care medicine; Internal medicine; Kidney; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929812,0.000586509,0.0009131843,0.0003124692,0.0003258124,0.001379376,0.000756903,0.0008642927,0.00778402],"category_scores_gemma":[0.005896505,0.000215285,0.001730255,0.0006411481,0.0004277905,0.0007873234,0.0008331283,0.001783106,0.000760883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574479,"about_ca_system_score_gemma":0.0009777974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299834,"about_ca_topic_score_gemma":0.001743316,"domain_scores_codex":[0.9991968,0.0004476987,0.00005945323,0.00007032063,0.000117272,0.0001084278],"domain_scores_gemma":[0.9960926,0.001404352,0.0009480975,0.0004152816,0.0001798585,0.0009597574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7605479,0.002938068,0.125605,0.001502198,0.006557199,0.000405146,0.0001202542,0.0007032166,0.004175855,0.0008852023,0.01902847,0.07753154],"study_design_scores_gemma":[0.3178472,0.06251207,0.5590814,0.0008807855,0.02536042,0.0006292464,0.0002233776,0.001367279,0.002961577,0.001976625,0.02700845,0.0001515601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441341,0.0198654,0.001003775,0.006834554,0.001010869,0.00121797,0.01438479,0.00006676988,0.01148174],"genre_scores_gemma":[0.9699753,0.006317265,0.001438722,0.003493897,0.001478758,0.0008408268,0.009293198,0.00004222992,0.007119761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00778402,"threshold_uncertainty_score":0.02604008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948123321536071,"score_gpt":0.3180371663322586,"score_spread":0.2985559331168979,"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."}}