{"id":"W3081241349","doi":"10.1016/j.ajic.2020.08.015","title":"Asymptomatic carriers of COVID-19 in a confined adult community population in Quebec: A cross-sectional study","year":2020,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université du Québec à Trois-Rivières","funders":"Université du Québec à Trois-Rivières","keywords":"Medicine; Asymptomatic; Cross-sectional study; Transmission (telecommunications); Asymptomatic carrier; Coronavirus disease 2019 (COVID-19); Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Contact tracing; Pandemic; Virology; Environmental health; Disease; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002678919,0.0001813932,0.001045049,0.0002826823,0.0001178028,0.00002502472,0.0001599826,0.00006066185,0.00005811753],"category_scores_gemma":[0.03767593,0.00015158,0.0002041654,0.0007428672,0.0002376333,0.0001683892,0.00004409898,0.000683295,0.000001318888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000600951,"about_ca_system_score_gemma":0.0002135692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1543431,"about_ca_topic_score_gemma":0.0653467,"domain_scores_codex":[0.9952321,0.002371395,0.001698359,0.0001498185,0.0003484775,0.000199851],"domain_scores_gemma":[0.9919955,0.005594078,0.001720131,0.0001535684,0.0003431533,0.0001935559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000729933,0.0004803388,0.9869002,0.00007851497,0.0001536711,0.00001061646,0.003292756,0.007285499,0.00006747682,0.000275016,0.00004833992,0.0006775996],"study_design_scores_gemma":[0.004841009,0.001940538,0.9855705,0.00003426882,0.00004478162,0.00001139085,0.002737016,0.002138175,0.000003185469,0.002532554,0.00002312533,0.0001234121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831531,0.00001130603,0.01463226,0.00154243,0.00008678604,0.0005078378,0.000009563832,0.00003002929,0.00002670693],"genre_scores_gemma":[0.9978528,0.000007273199,0.0002151946,0.001815555,0.0000658811,0.00002752125,0.000001290037,0.00001159468,0.000002888705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08899642,"threshold_uncertainty_score":0.9704301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041660129408314,"score_gpt":0.418295510162713,"score_spread":0.3141294972218817,"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."}}