{"id":"W4220889082","doi":"10.1016/j.ymthe.2022.02.027","title":"Emerging infections and pandemics: The critical importance of global health equity action","year":2022,"lang":"en","type":"article","venue":"Molecular Therapy","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Virology; Infectious disease (medical specialty); Global health; Tuberculosis; Disease; Biology; Medicine; Coronavirus disease 2019 (COVID-19); Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03908451,0.001724906,0.003105322,0.003446032,0.00509992,0.01880621,0.003368053,0.0168331,0.03188389],"category_scores_gemma":[0.05493568,0.0007697165,0.001498197,0.002490611,0.02256269,0.0308362,0.02646938,0.02209229,0.003659798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009256436,"about_ca_system_score_gemma":0.04041298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005645299,"about_ca_topic_score_gemma":0.005285446,"domain_scores_codex":[0.9790502,0.01152449,0.0008908871,0.001219217,0.00394441,0.00337086],"domain_scores_gemma":[0.9352941,0.03907296,0.002914838,0.002630537,0.005851672,0.01423589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008244573,0.0001161383,0.001213528,0.003370592,0.0001749653,0.0003979298,0.004342545,0.0005660849,0.0002961099,0.2345855,0.53693,0.2179241],"study_design_scores_gemma":[0.00004361117,0.0001195989,0.001289959,0.007604847,0.0000431617,0.0002188194,0.007213335,0.00030953,0.0001344112,0.2441278,0.7388287,0.00006632398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005241744,0.07906494,0.001675307,0.8947459,0.01140673,0.00006414823,0.0001403654,0.00007749983,0.01230081],"genre_scores_gemma":[0.105514,0.285248,0.009813948,0.5337052,0.05385531,0.000511413,0.0005048045,0.0002640582,0.01058335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03908451,"threshold_uncertainty_score":0.2067011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04374882057549626,"score_gpt":0.424098989573403,"score_spread":0.3803501689979067,"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."}}