{"id":"W4407941778","doi":"10.1016/j.onehlt.2025.101003","title":"Mpox alert: COVID-19's hard-earned lessons put to the test","year":2025,"lang":"en","type":"article","venue":"One Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Test (biology); Coronavirus Infections; Virology; Betacoronavirus; Medicine; Biology; Outbreak; Pathology; Infectious disease (medical specialty)","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":[0.004380065,0.001819986,0.001832076,0.001783501,0.003465755,0.005752924,0.002470909,0.03075185,0.2314581],"category_scores_gemma":[0.02806452,0.0009479613,0.001469333,0.0009109183,0.001543491,0.003249043,0.00336704,0.02275556,0.0879392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680428,"about_ca_system_score_gemma":0.005653994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009066293,"about_ca_topic_score_gemma":0.02120582,"domain_scores_codex":[0.9963173,0.0006195012,0.0002502317,0.0003273285,0.001878459,0.0006072058],"domain_scores_gemma":[0.9801853,0.005901227,0.0009715491,0.0008123951,0.005453333,0.006676121],"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":[0.00001717428,0.00001806159,0.00007950073,0.00001456467,0.000001489579,0.00003724774,0.000005811133,0.000004315824,0.00001550373,0.0001160076,0.9976612,0.002029204],"study_design_scores_gemma":[0.0001637943,0.0001171584,0.001427535,0.0003177338,0.00001408941,0.000114288,0.0003116022,0.0001168622,0.0001148951,0.001524823,0.9957376,0.00003961793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006840195,0.00187115,0.0005783845,0.6507572,0.2875687,0.0003067612,0.002383233,0.00114987,0.05470079],"genre_scores_gemma":[0.003902599,0.001554306,0.001032881,0.6407892,0.1056053,0.0003104769,0.001259083,0.000429589,0.2451166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2314581,"threshold_uncertainty_score":0.7743046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09435034529780532,"score_gpt":0.4195476178372437,"score_spread":0.3251972725394384,"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."}}