{"id":"W2133168192","doi":"10.1136/sti.2008.034546","title":"The continuing evolution of research on sexually transmitted infections among men who have sex with men","year":2008,"lang":"en","type":"editorial","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Medicine; Public health; Quarter (Canadian coin); Environmental health; Reproductive health; Demography; Population; Gerontology; Family medicine; Syphilis; Human immunodeficiency virus (HIV); Geography; Sociology","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","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002758099,0.0009415939,0.001444029,0.002447707,0.002145248,0.0002479758,0.000711369,0.001561714,0.0002852327],"category_scores_gemma":[0.002201562,0.0007075592,0.0006653953,0.003019158,0.002572394,0.0004658543,0.00008225605,0.007098521,0.00008754128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206008,"about_ca_system_score_gemma":0.00279602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007418249,"about_ca_topic_score_gemma":0.01038332,"domain_scores_codex":[0.9895418,0.001687132,0.001687752,0.001375822,0.003929047,0.001778497],"domain_scores_gemma":[0.9877735,0.005246455,0.0004533062,0.001661075,0.00413192,0.0007337176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008540476,0.002409003,0.003287667,0.0006368005,0.002304449,0.00008233924,0.003099606,0.0001441603,0.0005635387,0.0003804798,0.9812554,0.004982519],"study_design_scores_gemma":[0.008832115,0.04208305,0.009900585,0.004264362,0.001145912,0.0001715884,0.007559873,0.004826805,0.0005567732,0.0002799228,0.9191351,0.001243893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1007205,0.003107135,0.04491754,0.00335653,0.07448944,0.01951133,0.004011892,0.002445681,0.74744],"genre_scores_gemma":[0.2672677,0.004855601,0.0001307919,0.00003020277,0.1959246,0.003499068,0.002678441,0.0007798166,0.5248339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2226061,"threshold_uncertainty_score":0.9997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167632604016246,"score_gpt":0.330842381777753,"score_spread":0.3140791213761284,"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."}}