{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009568253,0.000198604,0.0003555903,0.000683013,0.0002539345,0.0006572767,0.0003044957,0.0002937414,0.001782188],"category_scores_gemma":[0.004856574,0.000258001,0.0004251023,0.0008746356,0.0002043231,0.0004642938,0.0005435083,0.0002566675,0.0001223985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004667368,"about_ca_system_score_gemma":0.0006375676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02350906,"about_ca_topic_score_gemma":0.02885407,"domain_scores_codex":[0.9991508,0.0002165676,0.0001086238,0.0001995967,0.0001969044,0.0001275118],"domain_scores_gemma":[0.9983228,0.0004304283,0.0008828161,0.00006363912,0.0001404385,0.0001599321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002524951,0.000007586883,0.9988254,0.00001524818,0.00002810784,0.00002720353,0.00007540693,0.000008950811,0.00006871014,0.000003903613,0.00001627246,0.0008979864],"study_design_scores_gemma":[0.000002816836,0.00003960654,0.999212,0.00001444906,0.00002289206,0.0001976241,0.0002634652,0.00008720502,0.00006051326,0.000008146013,0.00008947631,0.000001772591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989358,0.0004866501,0.00006239273,0.00001578027,0.000003235178,0.000008131018,0.0002298809,0.00000134377,0.0002568491],"genre_scores_gemma":[0.9995996,0.0001213339,0.00005246518,0.000006573578,0.000003190331,0.000005787508,0.0001268747,8.046289e-7,0.00008325755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02350906,"threshold_uncertainty_score":0.04674441,"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."}}