{"id":"W4229053936","doi":"10.1111/irv.12997","title":"The REinfection in COVID‐19 Estimation of Risk (RECOVER) study: Reinfection and serology dynamics in a cohort of Canadian healthcare workers","year":2022,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Institute of Infection and Immunity; McGill University Health Centre; Jewish General Hospital; Université de Montréal; Université Laval; Centre Hospitalier de l’Université de Montréal; McGill University; Centre hospitalier de l'Université Laval; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Public Health Agency; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Serology; Estimation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Cohort; 2019-20 coronavirus outbreak; Cohort study; Health care; Virology; Immunology; Outbreak; Internal medicine; Disease; Infectious disease (medical specialty); Antibody; Political science","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":[0.001066681,0.0007764139,0.0004596918,0.001051446,0.00214159,0.001126657,0.001479985,0.0005857501,0.001418727],"category_scores_gemma":[0.001664755,0.0004808653,0.0006795258,0.001493957,0.0005820126,0.0003365645,0.0009922647,0.0007746281,0.0002589518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009012397,"about_ca_system_score_gemma":0.01024275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646708,"about_ca_topic_score_gemma":0.9561828,"domain_scores_codex":[0.9992573,0.00006119344,0.00003437113,0.000166003,0.0001871637,0.0002940077],"domain_scores_gemma":[0.998809,0.00006223548,0.0003094146,0.0001202358,0.0003625633,0.0003365715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177765,0.00003708296,0.9973254,0.00001231008,0.00003901535,0.00006391897,0.0002107051,0.0000542076,0.0001867509,0.00002531666,0.0004751531,0.001452295],"study_design_scores_gemma":[0.00001173752,0.00003973122,0.9989381,0.0000103596,0.00002386847,0.00007762002,0.0002825401,0.0002653667,0.00005632326,0.00000877486,0.0002784209,0.000007106316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962925,0.000248752,0.0001365822,0.00007642686,0.000006250399,0.00005158213,0.002580038,0.000012448,0.0005953864],"genre_scores_gemma":[0.9972528,0.0001860613,0.0001922462,0.00004466515,0.000005115263,0.00002201077,0.001839724,0.000006084986,0.0004514387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03532916,"threshold_uncertainty_score":0.07107437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08170696812571648,"score_gpt":0.3938197717845927,"score_spread":0.3121128036588762,"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."}}