{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686764,0.00006171206,0.0001193591,0.00002240481,0.0003068928,0.000008148914,0.00003297456,0.00001883299,0.00008195798],"category_scores_gemma":[0.00002997785,0.00004694558,0.00006367171,0.000242061,0.00006694248,0.00002890738,0.00004795715,0.0001807256,4.595804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365739,"about_ca_system_score_gemma":0.0001000387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003072739,"about_ca_topic_score_gemma":0.00005636392,"domain_scores_codex":[0.9993694,0.00009346504,0.000146227,0.0001165775,0.0001471669,0.0001271138],"domain_scores_gemma":[0.9996964,0.00001957687,0.00004866664,0.0001551789,0.00003104534,0.00004916813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002783491,0.0009996223,0.7036869,0.00008918605,0.0003130308,0.00002696951,0.0008102234,0.0003568364,0.05860322,0.04302273,0.001292228,0.1905207],"study_design_scores_gemma":[0.006413742,0.01069789,0.7616766,0.00009006192,0.0002093553,0.002067,0.002760653,0.00398296,0.01011104,0.03010469,0.1711981,0.000687861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854471,0.002118292,0.00515077,0.006329553,0.0001940148,0.0001966545,0.00001013247,0.00002989266,0.000523586],"genre_scores_gemma":[0.9976189,0.000302785,0.00005776796,0.001928956,0.00003481959,0.00003063798,0.000004718757,0.000006750495,0.00001473279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898329,"threshold_uncertainty_score":0.2360402,"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."}}