{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01504194,0.001578314,0.0134232,0.009875593,0.00073164,0.004407099,0.002183793,0.002783517,0.006606023],"category_scores_gemma":[0.08831298,0.001610438,0.01462598,0.008733058,0.001377546,0.003570219,0.001865537,0.001750614,0.000422983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004472293,"about_ca_system_score_gemma":0.01000648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009281144,"about_ca_topic_score_gemma":0.01968715,"domain_scores_codex":[0.9828183,0.006442252,0.006561532,0.001525786,0.002123323,0.0005288866],"domain_scores_gemma":[0.9264483,0.05393665,0.01303743,0.00131227,0.004651402,0.0006138238],"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":[0.0002833093,0.00001381821,0.002277299,0.944436,0.03789291,0.0000936068,0.0001690631,0.0000736536,0.00008217563,0.0001668679,0.0007685634,0.01374271],"study_design_scores_gemma":[0.0003182846,0.0001939258,0.005429254,0.7802609,0.204873,0.000326014,0.0002953735,0.00008887187,0.0001191737,0.0003641353,0.007694588,0.00003649086],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001773197,0.9961863,0.000199877,0.0005662711,0.0001754071,0.0002714756,0.0005664833,0.00001038849,0.0002505252],"genre_scores_gemma":[0.05656144,0.9394303,0.0008461091,0.001567141,0.000199658,0.0008027705,0.0004245803,0.00001493599,0.0001531693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01504194,"threshold_uncertainty_score":0.07955027,"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."}}