{"id":"W2820302201","doi":"10.1111/tid.12964","title":"Impact of donor and recipient cytomegalovirus serology on long‐term survival of lung transplant recipients","year":2018,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Pfizer","keywords":"Serostatus; Medicine; Valganciclovir; Ganciclovir; Internal medicine; Lung transplantation; Transplantation; Cytomegalovirus; Serology; Proportional hazards model; Lung; Gastroenterology; Cohort; Human cytomegalovirus; Immunology; Viral load; Virus; Antibody; Herpesviridae; Viral disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003429357,0.0003478218,0.0007461758,0.0005114817,0.000117108,0.00001619417,0.0001439564,0.0001685213,0.0006426742],"category_scores_gemma":[0.00003449881,0.0002747069,0.000370042,0.0003599155,0.0004886833,0.00009548222,0.00002317589,0.0003224517,0.00003694234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463055,"about_ca_system_score_gemma":0.0003136322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007488561,"about_ca_topic_score_gemma":0.0004059798,"domain_scores_codex":[0.9976687,0.0001474947,0.0005820088,0.0005034584,0.0005302846,0.0005680093],"domain_scores_gemma":[0.9982022,0.000184381,0.0001498693,0.0004977089,0.0002290759,0.0007367463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01932535,0.00141125,0.9678093,0.0005150071,0.0005824034,0.0002359171,0.0007008029,0.00001256847,0.007172339,0.0001117047,0.00005795098,0.002065451],"study_design_scores_gemma":[0.004835365,0.003557176,0.9879007,0.0005014999,0.00051243,0.00009699327,0.000002647319,0.0001489569,0.002138952,0.00003290348,0.0000387126,0.0002337064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956191,0.0002520156,0.0001284752,0.00005550298,0.0002438243,0.0007511638,0.001277288,0.00006299447,0.001609661],"genre_scores_gemma":[0.9982598,0.001192934,0.000007368331,0.00006800046,0.0001727575,0.00002930201,0.0001292724,0.00004700674,0.00009355815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200914,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460045206642416,"score_gpt":0.328484422494902,"score_spread":0.3038839704284779,"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."}}