{"id":"W2092544031","doi":"10.3201/eid1911.131226","title":"Cytomegaloviruses: From Molecular Pathogenesis to Intervention","year":2013,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health","funders":"","keywords":"Computer science; Terminology; Data science; Computational biology; Bioinformatics; World Wide Web; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000862897,0.0002374916,0.0003469917,0.0004012557,0.0001482515,0.0001466562,0.0001322268,0.00007926064,0.006015242],"category_scores_gemma":[0.0002796195,0.0002227048,0.0003293747,0.0005428926,0.00004682805,0.0002121562,0.000142599,0.0001635442,0.003690952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797354,"about_ca_system_score_gemma":0.00007592415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005733792,"about_ca_topic_score_gemma":0.0001368522,"domain_scores_codex":[0.9982097,0.00008197501,0.0003389337,0.0004713217,0.0004476622,0.0004503635],"domain_scores_gemma":[0.9985353,0.00006655129,0.00006107765,0.0004869642,0.0002269774,0.000623078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002440256,0.001543166,0.6663335,0.0001991952,0.0005764207,0.0002389152,0.0003849497,0.0001582307,0.1429731,0.0002591946,0.01794855,0.1691408],"study_design_scores_gemma":[0.002990203,0.0007082436,0.9262707,0.0003538624,0.0003796544,0.00002636341,0.0002583259,0.0005877516,0.01050556,0.001493515,0.05574165,0.0006842035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922995,0.0008386003,0.001710848,0.0006601242,0.0002196456,0.0008340543,0.00008096031,0.0003600597,0.002996183],"genre_scores_gemma":[0.9968941,0.0000641804,0.0001843025,0.001542653,0.0002722897,0.0003739907,0.00008273347,0.00006477063,0.0005209898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2599372,"threshold_uncertainty_score":0.9970848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161934852904874,"score_gpt":0.2959580091179347,"score_spread":0.284338660588886,"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."}}