{"id":"W3016681621","doi":"10.1016/j.vaccine.2020.02.073","title":"Gonococcal vaccines: Public health value and preferred product characteristics; report of a WHO global stakeholder consultation, January 2019","year":2020,"lang":"en","type":"article","venue":"Vaccine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Weill Cornell Medicine - Qatar; Directorate for Biological Sciences; University of Bristol; Drugs for Neglected Diseases initiative; Centers for Disease Control and Prevention; Pan American Health Organization; Medical Research Council; Medical Research Council Canada; Chinese Academy of Medical Sciences; London School of Hygiene and Tropical Medicine; Qatar University; Global Challenges Research Fund; Örebro Universitet; South African Medical Research Council; Pfizer; Moderna; University of Bern; Biotechnology and Biological Sciences Research Council; World Health Organization; Wellcome Trust; Weill Cornell Medical College; UNICEF; Uniformed Services University of the Health Sciences; Griffith University; University of Pittsburgh; Bill and Melinda Gates Foundation","keywords":"Neisseria gonorrhoeae; Medicine; Public health; Gonorrhea; Environmental health; Stakeholder; Global health; Family medicine; Public relations; Political science; Biology; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245142,0.0002066841,0.0005406573,0.0001063145,0.0001484666,0.00002700779,0.0001666868,0.0001086034,0.000210436],"category_scores_gemma":[0.003107018,0.0001823447,0.0000505876,0.0005754458,0.0000578542,0.0002311714,0.0001302518,0.0003254286,0.00009431643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007825954,"about_ca_system_score_gemma":0.0004975587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002680157,"about_ca_topic_score_gemma":0.00001199824,"domain_scores_codex":[0.9977577,0.0003552217,0.0007307487,0.0006823101,0.00006021677,0.0004138455],"domain_scores_gemma":[0.9983166,0.0001327639,0.0003733435,0.0004934386,0.0005798091,0.0001040079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001307561,0.001094697,0.6908351,0.0006471584,0.001177024,0.00004391907,0.002738505,0.00001334878,0.1339129,0.002258897,0.1187558,0.04721505],"study_design_scores_gemma":[0.002137569,0.0005948954,0.9368903,0.00002772433,0.00002673798,0.0007400417,0.0001711402,0.00001154477,0.00393642,0.00006346813,0.05521175,0.0001884266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704264,0.00332433,0.0004454982,0.0235533,0.0003387785,0.001142799,0.000229706,0.0001051754,0.0004340311],"genre_scores_gemma":[0.9977987,0.0003054812,0.0001330776,0.0002534569,0.0001321036,0.00004063974,0.0004534133,0.00001816367,0.000864964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460552,"threshold_uncertainty_score":0.74358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691077907160206,"score_gpt":0.3131814743862736,"score_spread":0.2462706953146715,"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."}}