{"id":"W4402476352","doi":"10.1136/sextrans-2024-056269","title":"Invasive<i>Neisseria meningitidis</i>subtype C in gay, bisexual and other men who have sex with men: a systematic review","year":2024,"lang":"en","type":"review","venue":"Sexually Transmitted Infections","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Neisseria meningitidis; Medicine; Chlamydia; Demography; Recreational drug use; Public health; Chlamydia trachomatis; Outbreak; Gonorrhea; Thrush; Homosexuality; Syphilis; Family medicine; Gynecology; Gender studies; Virology; Human immunodeficiency virus (HIV); Internal medicine; Immunology; Biology; Cervical cancer","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":[0.0005720394,0.0009628219,0.003468604,0.0007564378,0.0002789345,0.0001337183,0.0002582617,0.0007427362,0.0004471397],"category_scores_gemma":[0.00009166844,0.0006588074,0.0002771375,0.001065596,0.0001795513,0.0001891373,0.00007208614,0.001127373,0.0003555113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265717,"about_ca_system_score_gemma":0.0004688003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007316155,"about_ca_topic_score_gemma":0.001832536,"domain_scores_codex":[0.9960887,0.0009572159,0.001410884,0.0009199459,0.00004456461,0.0005787131],"domain_scores_gemma":[0.9983497,0.0004213515,0.0004039347,0.0006513151,0.00009894061,0.00007478539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002160321,0.0003830474,0.0001565722,0.9783256,0.004061854,0.00001516259,0.0007477222,5.555e-7,0.0002466085,0.000435359,0.009080201,0.0065257],"study_design_scores_gemma":[0.0009110051,0.0008661636,0.0000241603,0.4351523,0.0123495,0.002273714,0.0003779972,0.000002491186,0.00001696828,0.00004475327,0.5467985,0.001182518],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002152049,0.9904146,0.00004108125,0.00007947475,0.0002864016,0.003863374,0.0002729094,0.0002709489,0.004556048],"genre_scores_gemma":[0.0001733741,0.9871995,0.000008906235,0.00009710927,0.00007925161,0.001873407,0.0003466147,0.0001719996,0.01004984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5431733,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241590075817218,"score_gpt":0.3096127827129473,"score_spread":0.2771968819547752,"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."}}