{"id":"W3176471855","doi":"10.1111/ajt.16734","title":"Cytomegalovirus transmission in mismatched solid organ transplant recipients: Are factors other than anti-viral prophylaxis at play?","year":2021,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Blood Services","keywords":"Medicine; Seroconversion; Transmission (telecommunications); Cytomegalovirus; Kidney; Internal medicine; Incidence (geometry); Immunology; Gastroenterology; Virology; Viral disease; Virus; Herpesviridae","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001432645,0.0002761047,0.0006919717,0.0005611398,0.0003367216,0.002160306,0.0005591471,0.001331648,0.005108022],"category_scores_gemma":[0.00871582,0.0002153186,0.0003820003,0.0008836498,0.0005646917,0.00152898,0.0002581769,0.001083248,0.0005174043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143265,"about_ca_system_score_gemma":0.0007400637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009656,"about_ca_topic_score_gemma":0.001538918,"domain_scores_codex":[0.9987488,0.000454071,0.0001241051,0.0001231144,0.0002463285,0.0003035877],"domain_scores_gemma":[0.995766,0.001935029,0.001364113,0.0001644473,0.0002882124,0.0004820647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001705576,0.0004041364,0.9486463,0.000139351,0.0002157272,0.001506566,0.0001871111,0.0001674007,0.001371901,0.001022733,0.001412194,0.04322087],"study_design_scores_gemma":[0.00008211266,0.0006262785,0.9853559,0.0002452077,0.0003756871,0.00506595,0.001511093,0.0009224532,0.000641178,0.001849892,0.003296926,0.00002729375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602476,0.02608473,0.0007527999,0.005702423,0.0004578902,0.00002274567,0.0001684233,0.0000228161,0.006540521],"genre_scores_gemma":[0.9942222,0.003815265,0.0002646214,0.0005815792,0.0006556286,0.000005667681,0.0000895859,0.000007346895,0.0003578851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005108022,"threshold_uncertainty_score":0.01708806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872279844207026,"score_gpt":0.2985402345041154,"score_spread":0.2798174360620452,"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."}}