{"id":"W3183753795","doi":"10.1111/tid.13698","title":"International survey of human herpes virus 8 screening and management in solid organ transplantation","year":2021,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Serology; Medicine; Epidemiology; Organ transplantation; Transplantation; Disease; Internal medicine; Immunology; Virology; Antibody","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":[0.001426551,0.0001772405,0.0001542922,0.001358244,0.0001742935,0.0003486769,0.0002547775,0.0002129718,0.00122149],"category_scores_gemma":[0.002140316,0.00009563389,0.0002156276,0.001999384,0.000221872,0.0003589839,0.0004185953,0.000316849,0.0001953416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333267,"about_ca_system_score_gemma":0.0006324771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693043,"about_ca_topic_score_gemma":0.001545097,"domain_scores_codex":[0.9991327,0.0002984213,0.0001703227,0.0001001533,0.0001778537,0.0001205893],"domain_scores_gemma":[0.9960098,0.000459075,0.002383997,0.0001144736,0.0004709117,0.0005616691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001618884,0.00001993756,0.9948632,0.00003817293,0.00001373126,0.00002558589,0.00009508942,0.00005615463,0.0001456897,0.00002714585,0.0004680918,0.004230878],"study_design_scores_gemma":[0.000001556032,0.00004751452,0.9981596,0.00002689478,0.000007109436,0.0001698389,0.0002453844,0.00006177573,0.0000978451,0.00001221394,0.001168234,0.000002134274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905661,0.002377647,0.0005441092,0.0004907505,0.00002664156,0.00005207207,0.002328764,0.00003079454,0.003583075],"genre_scores_gemma":[0.9963523,0.001270585,0.0003381082,0.0001560704,0.00002349749,0.00003096,0.001573355,0.000004244995,0.0002508934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002693043,"threshold_uncertainty_score":0.007544398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398886957241549,"score_gpt":0.3358024480912487,"score_spread":0.3018135785188332,"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."}}