{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003823804,0.0002286903,0.000595654,0.001185692,0.0001484142,0.00001332182,0.0001441054,0.00006881058,0.00004632228],"category_scores_gemma":[0.002568411,0.0001989998,0.00003603638,0.001865891,0.0001033005,0.0001208522,0.0001555186,0.0005865267,0.000007956862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004717523,"about_ca_system_score_gemma":0.0005318543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01436557,"about_ca_topic_score_gemma":0.01890466,"domain_scores_codex":[0.9968171,0.0006762524,0.0006294311,0.0006036093,0.0008935813,0.0003800248],"domain_scores_gemma":[0.9986774,0.0005426908,0.0000956318,0.0004759466,0.0001662743,0.00004211029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006665537,0.0007762705,0.9638898,0.0001790251,0.00003174379,0.0003748939,0.00490461,9.306152e-7,0.02224948,0.0000162743,0.0005236278,0.0003878562],"study_design_scores_gemma":[0.01180385,0.002752279,0.9738733,0.0001656301,0.00004412763,0.0001521792,0.002392941,0.000224279,0.002389219,0.00004005973,0.005993345,0.0001688324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957767,0.0007447533,0.00003626674,0.0007104739,0.0002282434,0.002142654,0.000007197446,0.00007114968,0.0002826201],"genre_scores_gemma":[0.9950733,0.00001299583,0.00001991396,0.004161423,0.0001436094,0.0004855282,0.00002767877,0.00003266172,0.00004284965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986026,"threshold_uncertainty_score":0.9989977,"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."}}