{"id":"W4366819438","doi":"10.1017/s0950268823000584","title":"SARS-CoV-2 seroprevalence and determinants for salivary seropositivity among pupils and school staff: a prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Belgische Federale Overheidsdiensten","keywords":"Seroprevalence; Medicine; Poisson regression; Seroconversion; Asymptomatic; Demography; Public health; Prospective cohort study; Cohort study; Cohort; Epidemiology; Environmental health; Family medicine; Serology; Immunology; Population; Internal medicine; Human immunodeficiency virus (HIV); Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001802863,0.0003714564,0.0005122042,0.0006631315,0.0007408225,0.0008134585,0.0004102603,0.0005376777,0.00119267],"category_scores_gemma":[0.001575949,0.0009469918,0.0009351849,0.0007770186,0.0002846881,0.0006741668,0.0006861727,0.0007058003,0.000525991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881222,"about_ca_system_score_gemma":0.0004081851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010654,"about_ca_topic_score_gemma":0.01358557,"domain_scores_codex":[0.9992998,0.0001589034,0.00007538737,0.0002134266,0.000112493,0.0001400377],"domain_scores_gemma":[0.9989273,0.0001140808,0.0002690824,0.0002331169,0.0002075448,0.0002488504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001791908,0.00005982327,0.9984006,0.0000104925,0.00006756108,0.00005006966,0.0002474248,0.00001894222,0.0002119025,0.000009764651,0.00009122046,0.0006529546],"study_design_scores_gemma":[0.000009686447,0.0001753854,0.99924,0.000005789052,0.00003115274,0.00009177817,0.0002099535,0.00005516601,0.00002659066,0.00000694948,0.0001431897,0.000004281573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989308,0.0001064552,0.000130876,0.00001382282,0.00000435278,0.00002630771,0.0006299173,0.000003777312,0.0001536626],"genre_scores_gemma":[0.9983913,0.0001277157,0.0002540065,0.0000216068,0.00000722325,0.00005513214,0.0007225699,0.000004919162,0.0004155104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010654,"threshold_uncertainty_score":0.02118397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09250057238729524,"score_gpt":0.4369588045258955,"score_spread":0.3444582321386002,"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."}}