{"id":"W3092979543","doi":"10.1101/2020.10.11.20210658","title":"What is the evidence for transmission of COVID-19 by children in schools? A living systematic review","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory viral infections research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Sore throat; Medicine; Anosmia; Transmission (telecommunications); Attack rate; myalgia; Cohort study; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Demography; Epidemiology; Surgery; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003965073,0.0002670955,0.001247869,0.0001753381,0.00007858048,0.00009033593,0.0005922053,0.0002002952,0.0001534011],"category_scores_gemma":[0.0146419,0.0001659952,0.0003875225,0.0005194962,0.00007894952,0.0001896182,0.0002606639,0.001077101,0.00002811345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568707,"about_ca_system_score_gemma":0.0008369775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418851,"about_ca_topic_score_gemma":0.000006112586,"domain_scores_codex":[0.9964632,0.0009342859,0.001069493,0.0005819279,0.0006959532,0.0002551601],"domain_scores_gemma":[0.9966627,0.001392379,0.000379588,0.001082641,0.0001870663,0.0002956007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006487505,0.00009436824,0.01687091,0.970224,0.0001895828,0.000007331659,0.0006682946,0.00001445876,0.002516415,0.000009831112,0.008928928,0.0004110219],"study_design_scores_gemma":[0.000418976,0.0003033394,0.003342161,0.9915151,0.0007817764,0.0000263378,0.0001417994,0.0008542339,0.001314685,0.0001541476,0.0009125243,0.0002349218],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07667127,0.7973924,0.008241354,0.09161039,0.0002156382,0.02569621,0.00004262497,0.00009633806,0.00003379413],"genre_scores_gemma":[0.5813934,0.3839091,0.0004082866,0.02693276,0.0002150774,0.006155856,0.00004472534,0.0001400126,0.0008007351],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5047222,"threshold_uncertainty_score":0.9936582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472348979146321,"score_gpt":0.4443273005172368,"score_spread":0.2970924026026047,"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."}}