{"id":"W4406953341","doi":"10.1093/ofid/ofae631.833","title":"P-636. Medical Need for Meningococcal Vaccination in Young Children from the Americas","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Meningococcal vaccine; Vaccination; Meningococcal meningitis; Meningococcal disease; Pediatrics; Family medicine; Neisseria meningitidis; Virology; Immunology; Immunization; Antibody","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002151853,0.0001315349,0.000150597,0.0005936694,0.000659143,0.0003901543,0.0002484202,0.0006602801,0.02099405],"category_scores_gemma":[0.001621763,0.00009745773,0.0003555345,0.000689862,0.0001707612,0.0004150344,0.0004261278,0.0007501091,0.001491026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290109,"about_ca_system_score_gemma":0.002116494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02676383,"about_ca_topic_score_gemma":0.02555426,"domain_scores_codex":[0.9998084,0.0000392254,0.00003155489,0.00002558509,0.0000410614,0.00005416292],"domain_scores_gemma":[0.9992895,0.0001019868,0.0002093806,0.00000999205,0.0001316486,0.0002573867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000616227,0.0001505909,0.771706,0.0009384457,0.00005331267,0.005534196,0.0007733455,0.00007995925,0.0003816997,0.0007971275,0.1400168,0.07950691],"study_design_scores_gemma":[0.00004439915,0.0001292959,0.8928775,0.003328574,0.00005529269,0.006860398,0.003355733,0.0001855568,0.0001396914,0.0005437009,0.09246052,0.00001934363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6713347,0.05049736,0.0004866555,0.09893995,0.004011663,0.0003886037,0.0343458,0.0002948401,0.1397004],"genre_scores_gemma":[0.9378394,0.02412187,0.001038556,0.01660896,0.001569793,0.0003125502,0.01000529,0.00004457653,0.008458995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02676383,"threshold_uncertainty_score":0.07023203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009561425698186849,"score_gpt":0.3289144528462831,"score_spread":0.3193530271480963,"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."}}