{"id":"W3127337255","doi":"10.25046/aj060188","title":"Simulating COVID-19 Trajectory in the UAE and the Impact of Possible Intervention Scenarios","year":2021,"lang":"en","type":"article","venue":"Advances in Science Technology and Engineering Systems Journal","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British University in Dubai","keywords":"Quarter (Canadian coin); Pandemic; Case fatality rate; Intervention (counseling); Coronavirus disease 2019 (COVID-19); Trajectory; Healthcare system; Health care; Closure (psychology); Medicine; Computer science; Operations management; Geography; Engineering; Economic growth; Economics; Environmental health; Nursing; Physics","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":[0.0008953016,0.0006658949,0.0005779265,0.0006932463,0.000498693,0.001050766,0.0007458946,0.00166906,0.003238173],"category_scores_gemma":[0.00337382,0.0002853625,0.000786714,0.0006108558,0.0004267992,0.0005890721,0.0007054392,0.0009989372,0.0002269073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316513,"about_ca_system_score_gemma":0.00115913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05568442,"about_ca_topic_score_gemma":0.02639733,"domain_scores_codex":[0.9995235,0.0002922954,0.00001515744,0.00004379598,0.00002581957,0.00009935986],"domain_scores_gemma":[0.9987769,0.0007104609,0.0001152762,0.00006150029,0.0002061052,0.0001298604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001349333,0.00008956431,0.01352706,0.00003703195,0.00003570503,0.0002290368,0.00004925457,0.9803405,0.000178444,0.002913179,0.0007838546,0.0016814],"study_design_scores_gemma":[0.00005316484,0.000122402,0.004284667,0.00002290299,0.00002512153,0.00004621033,0.0003686544,0.9921217,0.0002299725,0.001599326,0.001107515,0.00001839872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727818,0.0004356284,0.01167234,0.001361871,0.00012812,0.0001350298,0.003445534,0.0001474351,0.009892266],"genre_scores_gemma":[0.9917076,0.0001862817,0.005021226,0.00007772347,0.00001414106,0.00007837977,0.001175585,0.00001328816,0.001725715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05568442,"threshold_uncertainty_score":0.1107206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06927472754010713,"score_gpt":0.4198272724445907,"score_spread":0.3505525449044836,"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."}}