{"id":"W3108419573","doi":"10.2196/24320","title":"Jobs, Housing, and Mask Wearing: Cross-Sectional Study of Risk Factors for COVID-19","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Department of Health, Vermont; National Institute of General Medical Sciences; Larner College of Medicine, University of Vermont; National Institutes of Health; University of Vermont","keywords":"Medicine; Asymptomatic; Cross-sectional study; Population; Case fatality rate; Coronavirus disease 2019 (COVID-19); Environmental health; Demography; Epidemiology; Risk factor; Internal medicine; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007197262,0.00009603118,0.0002873524,0.00007453615,0.0002633008,0.00005040516,0.00002495138,0.00006171158,0.00002492849],"category_scores_gemma":[0.001233011,0.00008166927,0.00003949148,0.0001528974,0.0000449366,0.0000798791,0.00002001527,0.0001242292,5.81963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004813351,"about_ca_system_score_gemma":0.0003621212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004438584,"about_ca_topic_score_gemma":0.0001837834,"domain_scores_codex":[0.9989034,0.0001045316,0.0003529986,0.0002599247,0.0001684561,0.0002107041],"domain_scores_gemma":[0.9986975,0.0002474687,0.0002052471,0.00008589899,0.0001151558,0.000648778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00025668,0.0001269547,0.9950535,0.0002889523,0.00002605031,4.24425e-7,0.002370305,0.00001147426,0.000004280546,0.00006070191,0.0002117711,0.001588868],"study_design_scores_gemma":[0.003249659,0.001033418,0.97119,0.000001703052,0.000001259543,0.000003666761,0.0005842856,0.002315868,3.605403e-7,0.00001318809,0.02154316,0.00006346514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905638,0.00016848,0.005576734,0.002424993,0.0001244519,0.0009812578,0.00005182615,0.00006135958,0.00004708458],"genre_scores_gemma":[0.9982358,0.00006011504,0.00004212922,0.00136066,0.0001728606,0.00003797523,0.00004556405,0.00001012587,0.00003474981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386357,"threshold_uncertainty_score":0.3330376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08546154384881108,"score_gpt":0.3778447407810818,"score_spread":0.2923831969322707,"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."}}