{"id":"W3210117763","doi":"10.1101/2021.10.29.21265678","title":"Trends in SARS-CoV-2 seroprevalence in Massachusetts estimated from newborn screening specimens","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; U.S. Food and Drug Administration; Hamilton Health Sciences Foundation; Center for Clinical and Translational Science, University of Massachusetts; National Institutes of Health; National Science Foundation","keywords":"Seroprevalence; Medicine; Demography; Population; Incidence (geometry); Confidence interval; Epidemiology; Odds ratio; Cumulative incidence; Concordance; Environmental health; Cohort; Immunology; Internal medicine; Antibody; Serology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007515888,0.0001480871,0.0001762213,0.0009936719,0.0001647153,0.0004229852,0.0003181151,0.000198837,0.001117637],"category_scores_gemma":[0.002473001,0.0001686117,0.0002381283,0.0007866728,0.0001442698,0.000290022,0.0002416799,0.0002229244,0.0001978091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006700394,"about_ca_system_score_gemma":0.0002684857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05746136,"about_ca_topic_score_gemma":0.05452682,"domain_scores_codex":[0.9997242,0.00008113851,0.00002743733,0.00009089769,0.00004342261,0.00003300015],"domain_scores_gemma":[0.9981312,0.0003057717,0.0008066128,0.000106715,0.0005495252,0.0001002034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000233316,0.000004831495,0.9970613,0.00001466114,0.00004109607,0.00002562678,0.0001504306,0.0001741078,0.0005287739,0.00002556134,0.0002125908,0.00173757],"study_design_scores_gemma":[9.609689e-7,0.0000325231,0.998885,0.000009583684,0.00002048639,0.00004661252,0.0001357088,0.000424894,0.0001673293,0.000007875989,0.0002670444,0.000001970237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970708,0.0003899206,0.0005015269,0.00006347287,0.000003701554,0.000006746153,0.001504249,0.00002559905,0.0004340056],"genre_scores_gemma":[0.9980733,0.0001766658,0.0002938251,0.00002400319,0.000005743202,0.00001002474,0.001183426,0.000002434595,0.00023058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05746136,"threshold_uncertainty_score":0.1142538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123587020628048,"score_gpt":0.3810627483449344,"score_spread":0.2687040462821296,"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."}}