{"id":"W2941173881","doi":"10.1136/sextrans-2019-054011","title":"Prevalence, incidence and predictors of anal<i>Chlamydia trachomatis</i>, anal<i>Neisseria gonorrhoeae</i>and syphilis among older gay and bisexual men in the longitudinal Study for the Prevention of Anal Cancer (SPANC)","year":2019,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; Royal Ottawa Mental Health Centre","funders":"Cancer Council NSW; National Health and Medical Research Council; Cancer Australia","keywords":"Neisseria gonorrhoeae; Medicine; Chlamydia trachomatis; Syphilis; Incidence (geometry); Gonorrhea; Anal sex; Gonococcal infection; Gynecology; Sexually transmitted disease; Chlamydia; Anal canal; Men who have sex with men; Virology; Immunology; Microbiology; Internal medicine; Rectum; Biology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009261836,0.0002096801,0.0004365411,0.0002855585,0.0001658547,0.0000425652,0.0001473733,0.0001052562,0.0002699028],"category_scores_gemma":[0.00008008162,0.0001362632,0.00007315436,0.000833196,0.0003621361,0.0002571872,0.00003702039,0.0003726233,2.84589e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003813157,"about_ca_system_score_gemma":0.0001735354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317485,"about_ca_topic_score_gemma":0.01149833,"domain_scores_codex":[0.998287,0.0001974073,0.0005290278,0.0004148851,0.0002846826,0.0002869989],"domain_scores_gemma":[0.9985216,0.0006772158,0.000141034,0.0003185998,0.0002333857,0.0001081225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002652042,0.0005839366,0.9850886,0.001018331,0.0003008105,7.738686e-7,0.004083175,0.00005829522,0.0005696599,0.00006258196,0.00004686495,0.007921753],"study_design_scores_gemma":[0.002978864,0.001613866,0.9908578,0.0001439857,0.0006273662,0.00001732126,0.002197144,0.001227882,0.00007318968,0.0001032043,0.00003261672,0.0001267457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935026,0.002062994,0.0004145916,0.0002074274,0.00008752735,0.003221828,0.00009388104,0.00001836778,0.0003907594],"genre_scores_gemma":[0.997973,0.001270025,0.00002261957,0.00003125344,0.00007772321,0.0004355687,0.00001167322,0.00001957565,0.0001586068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008323479,"threshold_uncertainty_score":0.6416337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272226728630042,"score_gpt":0.344352891821979,"score_spread":0.3171302189589748,"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."}}