{"id":"W2410504147","doi":"10.1136/sextrans-2015-052270.431","title":"P10.03 Anal human papillomavirus (hpv) infection and anal intraepithelial neoplasia (ain) among men who have sex with men (msm) in kuala lumpur, malaysia","year":2015,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; Men who have sex with men; Anal cancer; Gynecology; HPV infection; Incidence (geometry); Internal medicine; Obstetrics; Cervical cancer; Human immunodeficiency virus (HIV); Human papillomavirus; Cancer; Syphilis; Family medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006372896,0.0004084681,0.0006433458,0.0007347909,0.0003045833,0.0001364352,0.0001128529,0.0003060143,0.000977217],"category_scores_gemma":[0.00006338258,0.000354919,0.00008863852,0.001048305,0.0004432851,0.0004295566,0.00004776167,0.001111803,0.00002620549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652503,"about_ca_system_score_gemma":0.0004274828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278778,"about_ca_topic_score_gemma":0.01785962,"domain_scores_codex":[0.9970758,0.0002487109,0.0005547426,0.0006886488,0.0007152591,0.000716869],"domain_scores_gemma":[0.9983432,0.0001008673,0.00009094577,0.0003869884,0.0003396383,0.0007383024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007289044,0.0007571521,0.964045,0.0001820228,0.0003549497,0.0001283601,0.003019311,0.0004415406,0.001205204,0.0003031118,0.001873312,0.02696113],"study_design_scores_gemma":[0.008103159,0.003562511,0.9757683,0.00005766633,0.0002388419,0.0001769686,0.001095077,0.007328009,0.0005704173,0.0003484208,0.002312491,0.00043812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743014,0.00009495678,0.001154913,0.0003752398,0.00004789516,0.0009312074,0.00003219553,0.0001776005,0.1228846],"genre_scores_gemma":[0.9958055,0.0001278136,0.00006546068,0.0001723195,0.0004104455,0.000187901,0.0001210127,0.00007203987,0.003037495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215041,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951929468330839,"score_gpt":0.300317617147146,"score_spread":0.2807983224638376,"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."}}