{"id":"W4296034962","doi":"10.1186/s12916-022-02547-2","title":"SARS-CoV-2 infection, vaccination, and antibody response trajectories in adults: a cohort study in Catalonia","year":2022,"lang":"en","type":"article","venue":"BMC Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Instituto de Salud Carlos III; EIT Health; Institut Català de la Salut; Agència de Gestió d'Ajuts Universitaris i de Recerca; Generalitat de Catalunya; Junta de Andalucía; Fundació Privada Daniel Bravo Andreu; Ministerio de Ciencia e Innovación; Centres de Recerca de Catalunya","keywords":"Medicine; Vaccination; Asymptomatic; Immunology; Antibody; Cohort; Antibody response; Population; Immune system; Virology; Internal medicine; Environmental health","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":[0.001145173,0.000444009,0.0004991838,0.0005732649,0.0005755487,0.000968224,0.000545588,0.0005023214,0.001019204],"category_scores_gemma":[0.0008774403,0.000469608,0.0005787679,0.0007964491,0.000255769,0.0002619619,0.0006266399,0.0004935485,0.0003291903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104723,"about_ca_system_score_gemma":0.0006617542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1224439,"about_ca_topic_score_gemma":0.1024013,"domain_scores_codex":[0.9995052,0.0001101399,0.00005099075,0.0001588753,0.00005885399,0.000115933],"domain_scores_gemma":[0.9992585,0.00008019149,0.0001978869,0.0001261157,0.0001576976,0.0001796077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002554416,0.00006802828,0.9976621,0.00001724487,0.00008581965,0.0001573628,0.0002685407,0.00004506779,0.0003084233,0.000009649068,0.0002512057,0.0008711269],"study_design_scores_gemma":[0.00001101904,0.00009604927,0.999209,0.0000105459,0.00002071962,0.00007289649,0.0003053077,0.00006517782,0.00001202198,0.00000350521,0.000190929,0.000002895865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988305,0.0001786333,0.00004124897,0.00002155307,0.00000721567,0.00001476228,0.0007361964,0.000001721502,0.0001681762],"genre_scores_gemma":[0.9982146,0.0001825469,0.00009934715,0.00005595525,0.000006373975,0.00001951908,0.001095228,0.000002129492,0.0003243132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224439,"threshold_uncertainty_score":0.2434624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525490112673605,"score_gpt":0.3818291312169496,"score_spread":0.3465742300902135,"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."}}