{"id":"W2581469228","doi":"10.1186/s13071-017-1977-z","title":"Risk of travel-related cases of Zika virus infection is predicted by transmission intensity in outbreak-affected countries","year":2017,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Zika virus; Outbreak; Logistic regression; Transmission (telecommunications); Demography; Basic reproduction number; Estimation; Geography; Public health; Environmental health; Socioeconomics; Medicine; Virology; Virus; Population; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001976929,0.0002317578,0.0007229078,0.0001607512,0.0001321533,0.00002014439,0.000118704,0.0001984344,0.0003062471],"category_scores_gemma":[0.0004488566,0.000193933,0.0002203794,0.0001704612,0.0002160846,0.0001326829,0.00002303481,0.0002236123,0.000005410854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005186665,"about_ca_system_score_gemma":0.00008593622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867304,"about_ca_topic_score_gemma":0.0004085454,"domain_scores_codex":[0.9985144,0.00008338012,0.0005351511,0.000313332,0.0003013745,0.0002523324],"domain_scores_gemma":[0.9984645,0.0001283326,0.0004996056,0.0004922153,0.0002572046,0.000158106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148952,0.0004826796,0.9520598,0.0001940598,0.0002607876,0.00002652689,0.0007519323,0.00001045112,0.04088342,0.000006647943,0.0006766297,0.003157554],"study_design_scores_gemma":[0.002668043,0.0005816385,0.9048603,0.0003440256,0.0006553793,0.0000148762,0.00004375169,0.001784673,0.0886867,0.00002168736,0.0001952933,0.0001436549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973533,0.001030664,0.0001355503,0.0001034463,0.0001368295,0.0005688834,0.00043997,0.00004814301,0.0001832507],"genre_scores_gemma":[0.9987286,0.0009121844,0.00001267922,0.00004862305,0.00002983989,0.00001690049,0.0001267325,0.00002395141,0.0001005401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04780328,"threshold_uncertainty_score":0.9878617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007769667421300848,"score_gpt":0.2720562865412119,"score_spread":0.2642866191199111,"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."}}