{"id":"W7083311549","doi":"10.5281/zenodo.17197725","title":"Measles resurgence in early 2025: Transatlantic outbreak dynamics and urgent public health imperative","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Quarter (Canadian coin); Measles; Public health; Population; Coronavirus disease 2019 (COVID-19); Pandemic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004817224,0.0001220392,0.0001464998,0.0002667991,0.0003923551,0.0003070503,0.0002698372,0.00004157735,0.0005094675],"category_scores_gemma":[0.0001809442,0.0001272896,0.00002083204,0.0004160253,0.00004907263,0.0001069536,0.000112717,0.0001978201,0.00006287166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886466,"about_ca_system_score_gemma":0.000006707009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004769768,"about_ca_topic_score_gemma":0.000007299265,"domain_scores_codex":[0.9989583,0.00009875441,0.0002242262,0.0002114263,0.0001783549,0.0003289475],"domain_scores_gemma":[0.9995202,0.00001189095,0.00001910815,0.0001886926,0.000110202,0.000149878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007857583,0.0002479962,0.0008266463,0.001854016,0.0004509513,0.00003729292,0.01678466,0.03907746,0.006125167,0.08048818,0.07734369,0.7766854],"study_design_scores_gemma":[0.001954961,0.0002704619,0.1310925,0.0004210147,0.0000260086,0.00006081009,0.001427757,0.1767639,0.0004930311,0.0008850804,0.6857542,0.000850173],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291115,0.002099341,0.1108304,0.005859789,0.00073412,0.001305009,0.0003029905,0.00216689,0.04758992],"genre_scores_gemma":[0.9989316,0.0003061965,0.0001773525,0.00005265844,0.00001717403,7.155678e-8,0.0001342923,0.0002534932,0.0001271381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7758352,"threshold_uncertainty_score":0.5578312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913000162545626,"score_gpt":0.2309543653540266,"score_spread":0.2018243637285704,"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."}}