{"id":"W4404106635","doi":"10.1001/jamanetworkopen.2024.43551","title":"Quadrivalent Conjugate Vaccine and Invasive Meningococcal Disease in US Adolescents and Young Adults","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Dalhousie University; University of Regina","funders":"","keywords":"Vaccination; Medicine; Incidence (geometry); Population; Demography; Meningococcal vaccine; Immunization; Poisson regression; Young adult; Pediatrics; Immunology; Gerontology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002400551,0.0001525566,0.0002304708,0.00005693291,0.0001247636,0.0002236782,0.0001296483,0.0001256287,0.0001759753],"category_scores_gemma":[0.00003846606,0.0001275338,0.00002568293,0.0001371359,0.00003428775,0.0002715155,0.0004036337,0.0002344371,0.00005723609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002076255,"about_ca_system_score_gemma":0.0000373522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133063,"about_ca_topic_score_gemma":0.001335376,"domain_scores_codex":[0.9989886,0.0001583496,0.0002301724,0.0003467639,0.000009899344,0.0002662015],"domain_scores_gemma":[0.9996721,0.00006934699,0.00004020007,0.0001415208,0.00002396264,0.00005284003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001533564,0.00007295355,0.9791579,0.0001353539,0.0001033042,0.00003351726,0.0003727011,0.00001674247,0.003857339,0.0006617644,0.006393933,0.007660891],"study_design_scores_gemma":[0.002493911,0.0001087875,0.9762488,0.001453966,0.00004501585,0.00004889984,0.00004365845,0.0001304637,0.0001587155,0.0002239646,0.01885745,0.0001863616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891667,0.008178178,0.00000559689,0.000688124,0.001181073,0.0005521097,0.00002653105,0.00003794998,0.0001636933],"genre_scores_gemma":[0.9973625,0.001709253,0.00001496903,0.000131255,0.0001868238,0.00006093693,0.00006789958,0.00001602097,0.0004503345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246351,"threshold_uncertainty_score":0.5200676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025437810338031,"score_gpt":0.2516416965732153,"score_spread":0.241387318469835,"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."}}