{"id":"W4412529796","doi":"10.1016/j.jinf.2025.106558","title":"Umrah- and travel-associated meningococcal disease due to multiple serogroup W ST-11 sub-strains pre-Hajj 2024","year":2025,"lang":"en","type":"article","venue":"Journal of Infection","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Hajj; Meningococcal disease; Medicine; Virology; Neisseria meningitidis; Geography; Biology; Genetics; Bacteria","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":[0.0001417767,0.0003428511,0.0001127519,0.0005434474,0.0004964169,0.0005276541,0.0001477715,0.0002165094,0.002303973],"category_scores_gemma":[0.0004915433,0.0001347582,0.0001893923,0.000621233,0.0001857255,0.0002298021,0.0004273666,0.0003066042,0.0002771238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557176,"about_ca_system_score_gemma":0.0004139352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166617,"about_ca_topic_score_gemma":0.01188043,"domain_scores_codex":[0.9998502,0.00001930115,0.00001562879,0.00002564995,0.00002907127,0.00006018741],"domain_scores_gemma":[0.9997784,0.00002595955,0.00009856853,0.00001719614,0.00003738471,0.00004243537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002798747,0.00004653252,0.9735985,0.0000799273,0.00005790602,0.001533804,0.0006280133,0.0002150828,0.01129639,0.000102106,0.0006538989,0.01150807],"study_design_scores_gemma":[0.000005141314,0.00010693,0.9920579,0.00002596156,0.00002854794,0.002778955,0.0009034403,0.0002118304,0.002036773,0.00003797746,0.001802006,0.000004679456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981019,0.0001332004,0.0001170932,0.00002924072,0.000006261106,0.000009551162,0.0004180973,0.000009670543,0.001174921],"genre_scores_gemma":[0.9981923,0.000138087,0.0002366312,0.00003482908,0.000008063583,0.00000554818,0.001000062,0.000003349555,0.0003810851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166617,"threshold_uncertainty_score":0.02319652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008818935387783455,"score_gpt":0.2548887854069983,"score_spread":0.2460698500192149,"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."}}