{"id":"W4306178427","doi":"10.1001/jamanetworkopen.2022.36670","title":"Estimated Protection of Prior SARS-CoV-2 Infection Against Reinfection With the Omicron Variant Among Messenger RNA–Vaccinated and Nonvaccinated Individuals in Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; BC Centre for Disease Control; Université Laval","funders":"British Columbia Centre for Disease Control; Public Health Agency; Institut National de Santé Publique du Québec; Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Michael Smith Health Research BC; Pfizer","keywords":"Vaccination; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Odds ratio; Virology; Infection control; Population; Coronavirus disease 2019 (COVID-19); Immunology; Internal medicine; Disease; Environmental health; Pathology","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":[0.001030916,0.0005784417,0.0004412523,0.000781216,0.0006168613,0.0005209314,0.001093669,0.000497149,0.001474934],"category_scores_gemma":[0.002529402,0.0002241638,0.0006940875,0.0009995502,0.0004022446,0.0002873624,0.000368369,0.0005262378,0.0001259781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008778544,"about_ca_system_score_gemma":0.004258579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9584322,"about_ca_topic_score_gemma":0.9392178,"domain_scores_codex":[0.9994093,0.0001016093,0.00004127897,0.0001808777,0.0001217304,0.0001452769],"domain_scores_gemma":[0.9985223,0.0002326048,0.000525052,0.00009196545,0.0003779447,0.0002501802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002732141,0.00001867598,0.9966202,0.00002989221,0.0001498328,0.00004128683,0.00007151817,0.0004647201,0.0001785976,0.00004824471,0.0003175538,0.001786274],"study_design_scores_gemma":[0.00002061699,0.00007357573,0.9979399,0.00001977133,0.00007699766,0.0000552437,0.0001105107,0.00134745,0.00008689024,0.00001537865,0.0002481964,0.000005479291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920675,0.0008710652,0.0003681243,0.000117252,0.000009500925,0.00002391616,0.00575101,0.00001943139,0.0007724183],"genre_scores_gemma":[0.9981425,0.0001666188,0.0001405066,0.00002321714,0.000003934368,0.000006805762,0.001249681,0.000002282921,0.0002645463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0415678,"threshold_uncertainty_score":0.08362514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254859288457107,"score_gpt":0.2944004060287198,"score_spread":0.2689144771830091,"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."}}