{"id":"W4285588724","doi":"10.1136/sextrans-2022-055484","title":"Type-specific concurrent anogenital HPV detection among young women and MSM attending Dutch sexual health clinics","year":2022,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Rijksinstituut voor Volksgezondheid en Milieu","keywords":"Medicine; Chlamydia; Concordance; Sex organ; Sexual health clinic; Gynecology; Human papillomavirus; Men who have sex with men; HPV infection; Cross-sectional study; Papillomaviridae; Obstetrics; Internal medicine; Virology; Immunology; Cervical cancer; Pathology; Biology; Syphilis; Cancer; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006966395,0.0002092755,0.000369285,0.0003520075,0.001125669,0.00005927456,0.00008638255,0.0000875109,0.003163229],"category_scores_gemma":[0.00005239494,0.0002204997,0.00007119506,0.001032231,0.000172637,0.0001319552,0.00007699783,0.001121953,0.00001503872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008265739,"about_ca_system_score_gemma":0.0004088961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003963877,"about_ca_topic_score_gemma":0.0006154985,"domain_scores_codex":[0.9976516,0.0002243918,0.0004643833,0.0005118957,0.0005374564,0.0006103027],"domain_scores_gemma":[0.9988254,0.0001521455,0.0000818336,0.0002521336,0.0001611294,0.0005273612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007696639,0.001580126,0.2267844,0.000546571,0.0004491296,0.00006035688,0.01325299,0.0001561639,0.003334022,0.000370103,0.001963159,0.7507333],"study_design_scores_gemma":[0.006058048,0.01094358,0.8687601,0.00001108369,0.00009291341,0.0006703378,0.01117129,0.001803898,0.0001194509,0.0002293528,0.09954393,0.0005960085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905905,0.001261439,0.003122276,0.0005661489,0.001221659,0.0008197938,0.00008608709,0.000243398,0.002088671],"genre_scores_gemma":[0.997747,0.0004087072,0.00002453313,0.0004094275,0.0003144337,0.0002455592,0.0001185986,0.00004801846,0.0006837012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7501373,"threshold_uncertainty_score":0.997748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366907054543479,"score_gpt":0.3306409843278081,"score_spread":0.2939502788734602,"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."}}