{"id":"W4281690701","doi":"10.1093/jtm/taac072","title":"Potential for monkeypox exportation from West and Central Africa through global travel networks","year":2022,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; St. Michael's Hospital; BlueDot (Canada)","funders":"","keywords":"Monkeypox; Exportation; Medicine; Travel medicine; Virology; Socioeconomics; Artificial intelligence; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054301,0.0001306673,0.0003764647,0.00005654137,0.0002470019,0.000008315978,0.0002068921,0.00009694334,0.0008492742],"category_scores_gemma":[0.0001112368,0.00009977365,0.0001004575,0.0001054474,0.0001854902,0.00009860566,0.00004143138,0.0004509069,0.000002166181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008014504,"about_ca_system_score_gemma":0.000106519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000282325,"about_ca_topic_score_gemma":0.00002273835,"domain_scores_codex":[0.9986853,0.0001401136,0.0004766621,0.0001534683,0.0001380742,0.0004063738],"domain_scores_gemma":[0.9992931,0.0001454139,0.0002924989,0.00009221118,0.00009549414,0.00008122433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01776744,0.001144085,0.006705658,0.00007774898,0.002915823,0.000798957,0.01629329,0.00160972,0.5586699,0.003688017,0.2796615,0.1106679],"study_design_scores_gemma":[0.04175827,0.011198,0.804243,0.0002221908,0.00113343,0.003433118,0.02889079,0.001419161,0.006152808,0.01206917,0.0887645,0.0007155308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803756,0.05383944,0.1473559,0.008486995,0.00678016,0.0007439952,0.0008338299,0.00002333323,0.001560759],"genre_scores_gemma":[0.9979436,0.0005113686,0.0003268459,0.0002811926,0.0005199049,0.000008915653,0.0001168864,0.000009819863,0.0002814337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7975374,"threshold_uncertainty_score":0.9298956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051102758862933,"score_gpt":0.2753424226488196,"score_spread":0.2548313950601903,"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."}}