{"id":"W4411177131","doi":"10.1016/j.clinmicnews.2025.06.002","title":"Microbe snapshots: Measles virus","year":2025,"lang":"en","type":"article","venue":"Clinical Microbiology Newsletter","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; Provincial Laboratory of Public Health","funders":"","keywords":"Measles virus; Measles; Virology; Biology; Vaccination","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":[0.0003193412,0.0002259457,0.000632334,0.0001220486,0.0001002677,0.000009334569,0.0002106101,0.0006313676,0.001208879],"category_scores_gemma":[0.000459315,0.0001756527,0.0004166679,0.0001537821,0.0008889027,0.00003809825,0.0001574625,0.000641115,0.001253366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000261724,"about_ca_system_score_gemma":0.0001157032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008735314,"about_ca_topic_score_gemma":0.00001338326,"domain_scores_codex":[0.9980077,0.0002805354,0.0007052877,0.0005725254,0.0000222354,0.0004117623],"domain_scores_gemma":[0.9988172,0.0003768889,0.00009199906,0.0005146059,0.00006984152,0.0001294775],"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":[0.0007118516,0.0004558108,0.1361717,0.00003480835,0.0003087202,0.00006451795,0.000007614701,1.698816e-7,0.3819724,0.0002645187,0.4768223,0.003185608],"study_design_scores_gemma":[0.003422757,0.0004052291,0.197715,0.000104966,0.0004644506,0.0001025053,0.00001113348,0.000003519988,0.01193413,0.0007278851,0.7848719,0.0002365171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418752,0.002051351,0.0003097173,0.04862526,0.001401276,0.0003805637,0.0000579183,0.0001360904,0.005162579],"genre_scores_gemma":[0.6456397,0.0001449461,0.0006462055,0.3471172,0.0005095914,0.00002431609,0.0002098357,0.00001934838,0.005688902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3700383,"threshold_uncertainty_score":0.9997041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450822275587719,"score_gpt":0.3842828322230166,"score_spread":0.3497746094671394,"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."}}