{"id":"W4410983025","doi":"10.1371/journal.pone.0325269","title":"Monovalent mRNA XBB.1.5 vaccine effectiveness against COVID-19 hospitalization in Quebec, Canada: Impact of variant replacement and waning protection during 10-month follow-up","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université de Sherbrooke; BC Centre for Disease Control; Centre hospitalier de l'Université Laval; Université Laval; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé et des Services sociaux","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Betacoronavirus; Coronavirus Infections; Biology; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":[0.001048086,0.0003894872,0.0003616499,0.0005013365,0.0009724263,0.0006975619,0.001005632,0.0003969909,0.001541523],"category_scores_gemma":[0.001890425,0.000179337,0.0003574203,0.001023914,0.0005009994,0.0003153205,0.000312437,0.0004912243,0.000139544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02340221,"about_ca_system_score_gemma":0.01207722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984867,"about_ca_topic_score_gemma":0.9831114,"domain_scores_codex":[0.9991949,0.00009916345,0.00004125532,0.0001993919,0.0001735401,0.0002917521],"domain_scores_gemma":[0.9980206,0.0001578373,0.0005955052,0.00006036178,0.0007555928,0.0004101573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005732671,0.0000807274,0.9903275,0.00004377677,0.0001005543,0.00006052958,0.0001802073,0.0003179661,0.0007364406,0.00004502611,0.001064381,0.00646959],"study_design_scores_gemma":[0.0000191226,0.0001541953,0.998791,0.00001326676,0.0000396231,0.00002775376,0.00009764943,0.000387564,0.0001281155,0.00000516976,0.0003323491,0.00000423911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931699,0.001405856,0.0001840301,0.000215176,0.00001186068,0.00004377186,0.003828353,0.00001644287,0.001124686],"genre_scores_gemma":[0.9980866,0.0001911069,0.00009597267,0.0000895272,0.000004391748,0.00001253727,0.00105604,0.000002683853,0.0004611367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340221,"threshold_uncertainty_score":0.1697957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912323595330694,"score_gpt":0.2994792132453006,"score_spread":0.2703559772919937,"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."}}