{"id":"W4308305294","doi":"10.1101/2022.11.02.22281665","title":"A Longitudinal Seroepidemiology Study to Evaluate Antibody Response to SARS-CoV-2 Virus and Vaccination in Children in Calgary, Canada from July 2020 to April 2022","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Queen's University; University of Saskatchewan; University of Alberta; University of Calgary","funders":"Alberta Precision Laboratories","keywords":"Medicine; Vaccination; Antibody; Serology; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pediatrics; Antibody response; Coronavirus disease 2019 (COVID-19); Immunology; Virology; Internal medicine; Environmental health; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006584765,0.0004869379,0.0003992555,0.0009527177,0.001535523,0.0007570639,0.0009379596,0.0004998432,0.001291775],"category_scores_gemma":[0.0009164683,0.0004522952,0.0005209603,0.002035198,0.0004472413,0.0003627661,0.0006118597,0.0008865374,0.0003893258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009519023,"about_ca_system_score_gemma":0.01003866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9380209,"about_ca_topic_score_gemma":0.9496201,"domain_scores_codex":[0.9993375,0.0000524952,0.00002818806,0.0001053513,0.0001657703,0.0003105847],"domain_scores_gemma":[0.9988397,0.00003497793,0.0002002643,0.00002710102,0.000463816,0.0004342603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003132725,0.0000218142,0.9991317,0.000004077842,0.00001203611,0.000033755,0.00009407363,0.0000182842,0.0000485261,0.000006177385,0.0003027002,0.0002956531],"study_design_scores_gemma":[0.000003836914,0.00002834993,0.999352,0.000005189057,0.000004906983,0.000026163,0.0002816822,0.00005971268,0.00001593524,0.000001884194,0.000218723,0.000001661784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994109,0.000202171,0.00005669834,0.0001039255,0.0000131995,0.00004751689,0.004672392,0.000007487168,0.0007875618],"genre_scores_gemma":[0.9944432,0.000180594,0.0001461359,0.0001134597,0.000006866213,0.00004934643,0.004140996,0.000003715166,0.0009156583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06197906,"threshold_uncertainty_score":0.1246881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425516315572051,"score_gpt":0.399472013776079,"score_spread":0.3452168506203586,"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."}}