{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001925392,0.0001190643,0.0006795853,0.00008797952,0.00004156558,0.000003640667,0.0001654107,0.00006394205,0.00009272746],"category_scores_gemma":[0.06763737,0.00007329391,0.0001101186,0.000186144,0.00007950772,0.00006151179,0.00001887978,0.0002170305,0.000001270298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239304,"about_ca_system_score_gemma":0.0001076837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003730394,"about_ca_topic_score_gemma":0.00004625054,"domain_scores_codex":[0.9983346,0.00008141375,0.001024662,0.0001250202,0.0002651078,0.0001691285],"domain_scores_gemma":[0.9933329,0.005568251,0.0006393022,0.00006909201,0.0001223009,0.0002681099],"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":[0.002524079,0.000502222,0.1459157,0.003250594,0.0005332546,0.0005241073,0.03339071,0.0005596326,0.01140441,0.05257454,0.7364952,0.01232559],"study_design_scores_gemma":[0.01801509,0.00609473,0.1717579,0.0006464527,0.0005093738,0.0001140254,0.007880026,0.003243726,0.0005260897,0.733254,0.05746093,0.0004977078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1235168,0.001481698,0.2993357,0.5743877,0.000334594,0.0005857372,0.00001140398,0.00003156683,0.0003147443],"genre_scores_gemma":[0.9513589,0.0002318634,0.01274402,0.03458448,0.001005193,0.00001043595,0.000002304821,0.00001541149,0.00004737356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8278421,"threshold_uncertainty_score":0.9402163,"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."}}