{"id":"W3124414965","doi":"10.1177/1740774520984860","title":"Reopening schools safely in the face of COVID-19: Can cluster randomized trials help?","year":2021,"lang":"en","type":"article","venue":"Clinical Trials","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Randomized controlled trial; Face (sociological concept); Cluster (spacecraft); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical education; Resource (disambiguation); Cluster randomised controlled trial; Clinical trial; Public relations; Political science; Sociology; Disease; Computer science; Social science; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4567838,0.002094912,0.01080036,0.002193266,0.002860152,0.01056658,0.006173934,0.01572051,0.01000278],"category_scores_gemma":[0.5695524,0.001620076,0.01042042,0.0037553,0.009628308,0.0137877,0.004420802,0.01305212,0.002211537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00539391,"about_ca_system_score_gemma":0.02975678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004273188,"about_ca_topic_score_gemma":0.005453385,"domain_scores_codex":[0.4284714,0.5293791,0.02470009,0.007069533,0.007709673,0.002670194],"domain_scores_gemma":[0.3790029,0.5222194,0.03384836,0.04253645,0.01489704,0.007495917],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1791432,0.007579491,0.009726053,0.1041294,0.04528302,0.0007464772,0.007568577,0.01088705,0.001340418,0.2001067,0.07986312,0.3536265],"study_design_scores_gemma":[0.3300583,0.03541515,0.005017065,0.08863622,0.01883857,0.0003997897,0.003008485,0.01638583,0.001921847,0.3854184,0.1140795,0.0008208253],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03637796,0.09840485,0.1509031,0.3834745,0.05463847,0.2558266,0.001718855,0.001589719,0.017066],"genre_scores_gemma":[0.2377209,0.01550713,0.3172576,0.1293798,0.006817104,0.2894067,0.0006410518,0.000355489,0.00291428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4567838,"threshold_uncertainty_score":0.6698823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8175374663965047,"score_gpt":0.6344676389089127,"score_spread":0.183069827487592,"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."}}