{"id":"W4293380371","doi":"10.1097/tp.0000000000002191","title":"The Third International Consensus Guidelines on the Management of Cytomegalovirus in Solid-organ Transplantation","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":1148,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Astellas Pharma; CSL Behring","keywords":"Intensive care medicine; Medicine; Cytomegalovirus; Transplantation; Consensus conference; Multidisciplinary approach; Organ transplantation; Expert opinion; Cytomegalovirus infection; Immunology; Human immunodeficiency virus (HIV); Human cytomegalovirus; Viral disease; Surgery; Internal medicine; 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":[0.00078455,0.0001286154,0.0001526582,0.0001523034,0.0001757518,0.00003242653,0.0001981466,0.00006261394,0.0001265136],"category_scores_gemma":[0.00001983799,0.00007579487,0.00006891197,0.000287549,0.0002132183,0.00004486711,0.000008782723,0.0001790199,0.0001046048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000590662,"about_ca_system_score_gemma":0.00005524957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002096018,"about_ca_topic_score_gemma":0.0006406629,"domain_scores_codex":[0.9984326,0.00006791941,0.0004950505,0.0002023474,0.0005578774,0.0002441419],"domain_scores_gemma":[0.9991496,0.0002249731,0.00009055284,0.00023196,0.0002581447,0.00004479037],"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":[0.09444001,0.002103637,0.03841928,0.003987519,0.003615037,0.00229157,0.03055432,0.001034677,0.2577507,0.2501822,0.01966724,0.2959538],"study_design_scores_gemma":[0.01812662,0.001685878,0.5655438,0.003081967,0.0007290175,0.0004599464,0.003702345,0.008551574,0.3535194,0.003704292,0.04018337,0.0007118504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615323,0.00008025636,0.0005085862,0.0110602,0.0002758313,0.000724646,0.00007212594,0.00003344307,0.0257126],"genre_scores_gemma":[0.9942499,0.003948076,0.0004139848,0.0004876667,0.0001536189,0.0000396284,0.00005709707,0.00001648873,0.0006335721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271245,"threshold_uncertainty_score":0.3090825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772703702685513,"score_gpt":0.3714936493179642,"score_spread":0.3137666122911091,"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."}}