{"id":"W3087540297","doi":"10.1101/2020.09.18.20197467","title":"IMPACT OF UNIVERSITY RE-OPENING ON TOTAL COMMUNITY COVID-19 BURDEN","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Johns Hopkins University; Gordon and Betty Moore Foundation","keywords":"Population; Coronavirus disease 2019 (COVID-19); Demography; Medicine; Geography; Environmental health; Sociology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00295222,0.0005563696,0.0004798941,0.0006625087,0.001106354,0.00246535,0.001720292,0.001239628,0.007823325],"category_scores_gemma":[0.01390909,0.0003201755,0.001450766,0.0005379225,0.0008282278,0.001045397,0.002349081,0.001405821,0.0004022424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062355,"about_ca_system_score_gemma":0.0113235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4184321,"about_ca_topic_score_gemma":0.3945829,"domain_scores_codex":[0.9977643,0.0006327594,0.00005997279,0.0002251354,0.0002779532,0.00103988],"domain_scores_gemma":[0.9950523,0.001405716,0.001077349,0.0002654905,0.0009143014,0.001284907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001016372,0.0007435955,0.6263112,0.0003180067,0.0004030895,0.001315124,0.0006348816,0.3106411,0.001524062,0.007504858,0.006147947,0.04343973],"study_design_scores_gemma":[0.0001711427,0.00162032,0.5050702,0.0005477793,0.0004702718,0.0005620077,0.005330121,0.4707911,0.001737925,0.006154971,0.007370193,0.0001740058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841659,0.000374258,0.003143774,0.001673532,0.00005902886,0.0002161122,0.002718597,0.0001013973,0.007547379],"genre_scores_gemma":[0.9981952,0.0001037921,0.0004604249,0.0001005178,0.000006621743,0.00002655989,0.000361742,0.00000629608,0.0007388919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184321,"threshold_uncertainty_score":0.8319932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4237800004694174,"score_gpt":0.4601944811648536,"score_spread":0.03641448069543624,"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."}}