{"id":"W4393946920","doi":"10.1093/cid/ciae114","title":"AURORA: A New Dawn","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Hospital","funders":"","keywords":"History; Geography","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":[0.003634907,0.001269669,0.001617116,0.001205833,0.001312689,0.004361026,0.002670986,0.008735382,0.006315259],"category_scores_gemma":[0.01552211,0.00054457,0.001132237,0.0007162396,0.00242953,0.006014433,0.001126025,0.01889739,0.004452419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422518,"about_ca_system_score_gemma":0.001776003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009440896,"about_ca_topic_score_gemma":0.001722492,"domain_scores_codex":[0.9981615,0.0003656942,0.0002883239,0.0003860701,0.0005802769,0.0002181112],"domain_scores_gemma":[0.9880883,0.004895159,0.0007869435,0.0004042063,0.003861008,0.001964313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001769489,0.00002577772,0.0002457328,0.0005978204,0.00003721232,0.0005437554,0.00004795276,0.00005531179,0.0002697023,0.001654734,0.9525085,0.0438366],"study_design_scores_gemma":[0.00004321876,0.00006907628,0.000528524,0.0004975577,0.00004570203,0.00160621,0.000112346,0.0001360743,0.0003006191,0.001890821,0.9947348,0.00003521872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0004727548,0.06780644,0.0006023322,0.3832932,0.5459847,0.00001356132,0.0001084559,0.0001593362,0.001559234],"genre_scores_gemma":[0.002827004,0.03109797,0.000386285,0.2451189,0.7162489,0.00001763491,0.00005164085,0.00006031051,0.004191334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008735382,"threshold_uncertainty_score":0.02112663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07849692113864323,"score_gpt":0.4471955295275944,"score_spread":0.3686986083889512,"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."}}