{"id":"W4407684815","doi":"10.1016/j.lana.2025.101033","title":"Assessing the impact of revising MenACWY vaccination schedule for adolescents in the United States: a modelling study","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Dairy Commission; Canada Foundation for Innovation; Centers for Disease Control and Prevention; Notsew Orm Sands Foundation; Sanofi","keywords":"Schedule; Vaccination; Psychology; Medicine; Computer science; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409295,0.0001126047,0.0003086927,0.0001136761,0.0004611961,0.00003777682,0.0002603829,0.00004097012,0.000007598795],"category_scores_gemma":[0.00004607496,0.00005170559,0.00007811268,0.0006343276,0.00005785176,0.00007600785,0.00003390351,0.0002675632,0.000001902375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009445038,"about_ca_system_score_gemma":0.0001479506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004794763,"about_ca_topic_score_gemma":0.00006972119,"domain_scores_codex":[0.9984006,0.0008189525,0.0003392437,0.0001443763,0.00002573276,0.0002710974],"domain_scores_gemma":[0.9988145,0.0005078313,0.0002689093,0.0002958847,0.000105534,0.000007323298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00841526,0.01076232,0.3910312,0.002201268,0.00264367,0.000002750314,0.07675818,0.2575941,0.01148046,0.01746047,0.1065503,0.1151],"study_design_scores_gemma":[0.009995003,0.002344886,0.8693314,0.001859596,0.000194973,0.00005870029,0.03763155,0.04630925,0.000168307,0.004897471,0.02674969,0.0004591564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827834,0.0008691907,0.006192069,0.008974658,0.0001418968,0.0009780017,0.00001057021,0.0000175776,0.00003264036],"genre_scores_gemma":[0.9982851,0.0003553045,0.00006220641,0.001064556,0.00006769784,0.00006645828,0.00006645178,0.000006825047,0.00002545099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4783002,"threshold_uncertainty_score":0.724828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333100555868539,"score_gpt":0.4532286321898707,"score_spread":0.3199185766030168,"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."}}