{"id":"W4400412871","doi":"10.1016/j.jinf.2024.106225","title":"Vaccine effectiveness and impact of meningococcal vaccines against gonococcal infections: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Infection","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Meningococcal vaccine; Gonococcal infection; Meningococcal disease; Neisseria meningitidis; Virology; Microbiology; Immunology; Biology; Immunization; Antibody; Bacteria; Sexually transmitted disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00188001,0.0006138909,0.009034949,0.001565521,0.0001204962,0.00006922698,0.00009835853,0.0004987328,0.0001826721],"category_scores_gemma":[0.0004485492,0.0003318971,0.004703945,0.001385781,0.00004102525,0.000269697,0.0001039133,0.0007730529,0.00001556203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155344,"about_ca_system_score_gemma":0.0001475507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163296,"about_ca_topic_score_gemma":0.00002553198,"domain_scores_codex":[0.9957839,0.001527639,0.002119611,0.0003266727,0.00003233942,0.0002098124],"domain_scores_gemma":[0.9962689,0.0006482824,0.002268622,0.0003010785,0.0004648231,0.00004833239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002351422,0.0001672023,0.0001295022,0.5916635,0.4039707,0.000002053259,0.00001750401,0.000005459336,0.0001342154,0.00002311745,0.000182265,0.003680954],"study_design_scores_gemma":[0.0003477037,0.0007869505,0.0004165939,0.03717296,0.9488242,0.002393374,0.000002382976,8.208019e-7,0.000009161017,0.00001863753,0.009744052,0.0002831958],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003729827,0.9942128,0.00009205498,0.00001444279,0.000458771,0.001379233,0.00007065279,0.00002893058,0.00001330786],"genre_scores_gemma":[0.006384709,0.9932663,0.000005577517,0.000007138182,0.0000567716,0.0001526499,0.00003451167,0.00003790911,0.00005436609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5544906,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112656666335567,"score_gpt":0.3660951276528354,"score_spread":0.3249685609894797,"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."}}