{"id":"W4408064960","doi":"10.1186/s12889-025-22056-0","title":"How have PHEIC determinations changed since the COVID-19 pandemic? A document analysis of 101 WHO International Health Regulations Emergency Committees’ statements","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Medicine; Pandemic; Public health; Biostatistics; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; Environmental health; Coronavirus Infections; Medical emergency; Family medicine; Virology; Infectious disease (medical specialty); Nursing; Pathology; Outbreak","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":[0.03646912,0.000415414,0.0003986261,0.01010374,0.004647862,0.005800175,0.00122375,0.001068525,0.001463665],"category_scores_gemma":[0.05858089,0.0003026755,0.0004489652,0.01718316,0.006019657,0.004870744,0.00344457,0.002075749,0.0002636513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01406218,"about_ca_system_score_gemma":0.01493359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211221,"about_ca_topic_score_gemma":0.02390949,"domain_scores_codex":[0.9792224,0.01030027,0.002486416,0.001269946,0.005225986,0.001495104],"domain_scores_gemma":[0.8974903,0.07346021,0.01137874,0.002077952,0.01449696,0.001095796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004639869,0.00005546443,0.02181003,0.001053369,0.00002114793,0.0009545413,0.9178957,0.0002451538,0.001138511,0.009688989,0.004830714,0.04225997],"study_design_scores_gemma":[0.000003948218,0.0000254217,0.02360517,0.0009483508,0.0000142727,0.0001886406,0.9343874,0.0002814808,0.0008284408,0.0009340037,0.03875221,0.00003062048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510417,0.002217003,0.004392655,0.008574775,0.0002089644,0.001102487,0.003587884,0.00003129661,0.02884319],"genre_scores_gemma":[0.9837526,0.002209198,0.00708496,0.0007571616,0.00007503646,0.0007139959,0.002461546,0.00004118955,0.002904307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03646912,"threshold_uncertainty_score":0.1928694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317135447587303,"score_gpt":0.4662932175095301,"score_spread":0.3345796727507998,"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."}}