{"id":"W3094087467","doi":"10.1007/s00038-020-01494-0","title":"Corona Immunitas: study protocol of a nationwide program of SARS-CoV-2 seroprevalence and seroepidemiologic studies in Switzerland","year":2020,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Department of Epidemiology, Biostatistics and Occupational Health, McGill University; Johns Hopkins Bloomberg School of Public Health; Université de Lausanne; Université de Genève; Hôpitaux Universitaires de Genève; Université de Fribourg; University of Bern; McGill University; Universität Basel; Universität Zürich; Johns Hopkins University","keywords":"Seroprevalence; Public health; Epidemiology; Medicine; Pandemic; Population; Environmental health; Demography; Coronavirus disease 2019 (COVID-19); Serology; Disease; Immunology; Infectious disease (medical specialty); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01786672,0.003248972,0.002739456,0.002685758,0.003034059,0.001702723,0.001940799,0.002326185,0.05207465],"category_scores_gemma":[0.01064894,0.001584609,0.001425481,0.002469351,0.00137909,0.001518308,0.001986912,0.002041445,0.02003024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776487,"about_ca_system_score_gemma":0.0137428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003960374,"about_ca_topic_score_gemma":0.005205915,"domain_scores_codex":[0.9926664,0.003999617,0.001084044,0.001102497,0.0005711057,0.0005762943],"domain_scores_gemma":[0.9917119,0.001252121,0.001183954,0.001584485,0.003057848,0.001209793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1843105,0.03867752,0.1141717,0.0317484,0.001187462,0.003592225,0.008531789,0.01026642,0.02290081,0.01665924,0.3560711,0.2118828],"study_design_scores_gemma":[0.07577972,0.04503628,0.2730053,0.01147136,0.0007750082,0.001303852,0.003391282,0.007629382,0.005829829,0.006822582,0.5684776,0.0004776811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01248715,0.0004037518,0.006775645,0.0002665612,0.0002743998,0.9624057,0.01226139,0.0002607332,0.004864696],"genre_scores_gemma":[0.008109224,0.0002283,0.004844188,0.0002252317,0.0001031853,0.9791719,0.006127576,0.00003345961,0.001156884],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05207465,"threshold_uncertainty_score":0.1742071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4079930518278962,"score_gpt":0.5559834018850887,"score_spread":0.1479903500571924,"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."}}