{"id":"W4200127468","doi":"10.14745/ccdr.v47i12a02","title":"Impact of school closures and re-openings on COVID-19 transmission","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychological intervention; Public health; 2019-20 coronavirus outbreak; Medicine; Disease; Nursing; Virology; Computer science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02251051,0.0007931163,0.003042979,0.0076425,0.001123371,0.004847976,0.002030729,0.001659654,0.007189546],"category_scores_gemma":[0.09822932,0.0006595185,0.00607817,0.01031495,0.001754764,0.001939297,0.002179362,0.002077345,0.0002781893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173791,"about_ca_system_score_gemma":0.03689453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1774847,"about_ca_topic_score_gemma":0.2675301,"domain_scores_codex":[0.9741843,0.01131629,0.005998814,0.001363533,0.005804307,0.001332715],"domain_scores_gemma":[0.8607515,0.1020834,0.02209474,0.001506602,0.01148564,0.002078096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001543857,0.0001736825,0.03576572,0.7421298,0.01701155,0.000417874,0.001785826,0.0008620126,0.000284371,0.003101213,0.008968451,0.1879556],"study_design_scores_gemma":[0.0006426931,0.0008460365,0.1053239,0.7709954,0.03457079,0.0004795295,0.003840351,0.0002348139,0.0006450492,0.001071687,0.08124109,0.0001085373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01435163,0.9703552,0.0002762763,0.003496695,0.0006564864,0.0005298098,0.004420103,0.00001563854,0.005898166],"genre_scores_gemma":[0.1332754,0.8608196,0.001193391,0.001783318,0.0003220076,0.0004993488,0.001638639,0.00001337982,0.0004548212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8225152,"threshold_uncertainty_score":0.3529034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2282777677305666,"score_gpt":0.451466780862089,"score_spread":0.2231890131315224,"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."}}