{"id":"W3011662277","doi":"10.1093/jtm/taaa042","title":"Routes for COVID-19 importation in Brazil","year":2020,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Incidence (geometry); Coronavirus; Betacoronavirus; Coronavirus Infections; Virology; Environmental health; Infectious disease (medical specialty); Disease; Pathology","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":[0.0008090706,0.0003831449,0.0003371424,0.002493011,0.0006334052,0.001238011,0.0003380891,0.000318676,0.003467427],"category_scores_gemma":[0.00407534,0.0003438035,0.000605694,0.00225218,0.0003393065,0.0005937611,0.0009073443,0.0004994443,0.000509945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120999,"about_ca_system_score_gemma":0.001451232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07981796,"about_ca_topic_score_gemma":0.09768913,"domain_scores_codex":[0.9992651,0.0001955966,0.000105202,0.0001376811,0.0001545036,0.0001418975],"domain_scores_gemma":[0.9983302,0.0002799026,0.0007879194,0.0001098896,0.0003572413,0.0001347676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008617264,0.00005306836,0.9703207,0.0003638981,0.0001088615,0.0006876966,0.003150341,0.0001536781,0.001085696,0.001763269,0.001320496,0.02090609],"study_design_scores_gemma":[0.00001734075,0.0001059378,0.9714454,0.0009952476,0.0001476492,0.002751273,0.007132539,0.0006349473,0.0007868703,0.0006518271,0.01529952,0.00003144091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413846,0.01102559,0.00158287,0.001601869,0.00006785971,0.0003447739,0.01197677,0.00008097212,0.03193472],"genre_scores_gemma":[0.9922116,0.003518015,0.001415347,0.0001472464,0.00001300505,0.00005531095,0.001645543,0.0000230115,0.0009709666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07981796,"threshold_uncertainty_score":0.1587067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3818856578469764,"score_gpt":0.4963270112116234,"score_spread":0.114441353364647,"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."}}