{"id":"W4390793273","doi":"10.1128/spectrum.01492-23","title":"Risk factors for recognized and unrecognized SARS-CoV-2 infection: a seroepidemiologic analysis of the Prospective Urban Rural Epidemiology (PURE) study","year":2024,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Impact; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; International Development Research Centre; Novavax; Sanofi; Seqirus; Pfizer","keywords":"Medicine; Odds ratio; Epidemiology; Confidence interval; Prospective cohort study; Overweight; Vaccination; Cohort study; Body mass index; Risk factor; Demography; Serology; Obesity; Pandemic; Immunology; Internal medicine; Coronavirus disease 2019 (COVID-19); Antibody; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002755597,0.0004343149,0.001864713,0.0007562106,0.0002669168,0.00001961288,0.0002421321,0.0004397712,0.0000252214],"category_scores_gemma":[0.003770029,0.0002585556,0.000857732,0.001786907,0.0007446532,0.00006412207,0.000214834,0.0008274631,0.00001749041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436642,"about_ca_system_score_gemma":0.0002012696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822414,"about_ca_topic_score_gemma":0.002231192,"domain_scores_codex":[0.9957686,0.001477321,0.0009437945,0.0009730582,0.00007794609,0.0007592493],"domain_scores_gemma":[0.9948803,0.003988474,0.0003289745,0.0006035693,0.0001594495,0.00003926103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008040859,0.000271008,0.8743619,0.00007237584,0.005525151,0.000006962463,0.0008022378,0.000001279648,0.1169001,0.0001027523,0.0008534667,0.000298716],"study_design_scores_gemma":[0.004320781,0.003619108,0.842914,0.00008797429,0.007119813,0.0001217334,0.0007327702,0.001366129,0.1275803,0.004515732,0.007145447,0.0004762661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928433,0.001636008,0.0004796636,0.00105404,0.0005984273,0.002841588,0.0002557336,0.0001687592,0.0001224874],"genre_scores_gemma":[0.9953421,0.00004972142,0.0001315026,0.003935659,0.000167784,0.0002313922,0.00004944676,0.00003814353,0.00005429112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03144791,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858037395036268,"score_gpt":0.372615911612038,"score_spread":0.3140355376616753,"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."}}