{"id":"W4212876142","doi":"10.1093/jtm/taac021","title":"Identifying importation points of the SARS-CoV-2 Omicron variant into the USA and potential locations of early domestic spread and impact","year":2022,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital; BlueDot (Canada)","funders":"","keywords":"Miami; Metropolitan area; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public health; Vaccination; Environmental health; Socioeconomics; Virology; Outbreak; Infectious disease (medical specialty); Disease","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":[0.0003436139,0.0003241428,0.0001452537,0.001027468,0.0005635988,0.0007851637,0.0002376622,0.0003490644,0.004986813],"category_scores_gemma":[0.001435397,0.0001364211,0.0002439121,0.001274806,0.0001696825,0.0004384634,0.0006675845,0.0005078096,0.000495684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367181,"about_ca_system_score_gemma":0.0008320215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03639214,"about_ca_topic_score_gemma":0.07411257,"domain_scores_codex":[0.9997975,0.00004796522,0.0000223199,0.00003647373,0.00003716255,0.00005855172],"domain_scores_gemma":[0.9991347,0.0001271622,0.0003432294,0.00004720401,0.0002596421,0.00008807968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005972914,0.00002424082,0.9903003,0.00004677811,0.00002631657,0.0004775769,0.0003836286,0.000155797,0.0007032735,0.0001252468,0.001197987,0.006499147],"study_design_scores_gemma":[0.000004488248,0.00006613685,0.9895632,0.0001925696,0.00005297118,0.001212763,0.003864362,0.0007697186,0.0007053204,0.0001418887,0.003416215,0.00001033356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925136,0.000311847,0.0006848238,0.0002874316,0.00002177177,0.00003628793,0.002349159,0.00001528447,0.003779739],"genre_scores_gemma":[0.9964114,0.000319514,0.0008601065,0.00009634467,0.00001199326,0.00001393721,0.001400811,0.000007183341,0.0008786931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03639214,"threshold_uncertainty_score":0.07236063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395589730427153,"score_gpt":0.4291443420818852,"score_spread":0.2895853690391699,"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."}}