{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000840758,0.0001509957,0.0001708049,0.0003447114,0.0002394285,0.000544004,0.0002022484,0.0002143181,0.0016939],"category_scores_gemma":[0.002008671,0.00007722221,0.0003716408,0.0003077466,0.0002256152,0.0003631674,0.0003361707,0.0004499104,0.0001850334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896686,"about_ca_system_score_gemma":0.0003284721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008040607,"about_ca_topic_score_gemma":0.001584223,"domain_scores_codex":[0.9996278,0.00008712241,0.0000465373,0.00006095573,0.00006769,0.0001097403],"domain_scores_gemma":[0.9975043,0.0005438937,0.001154246,0.00009655011,0.0001609094,0.0005401443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573929,0.00001345345,0.9984993,0.000004647601,0.00002758266,0.00003993652,0.00001087748,0.00003457127,0.0001000686,0.000006293363,0.00002872481,0.001077255],"study_design_scores_gemma":[0.000002781817,0.0001457749,0.9990904,0.000007803569,0.00003692976,0.0003129563,0.00005322498,0.0001284141,0.00009991369,0.00001498342,0.0001047281,0.000002143652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990973,0.0005040813,0.00003531107,0.00003136599,0.000005317966,0.000001327078,0.0001071149,0.000001471752,0.0002166657],"genre_scores_gemma":[0.9997104,0.00008941991,0.00001722773,0.00001034275,0.000008860435,0.000001112862,0.0001144169,6.622209e-7,0.0000475589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0016939,"threshold_uncertainty_score":0.005666673,"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."}}