{"id":"W2910067156","doi":"10.1136/sextrans-2018-053756","title":"Human papillomavirus DNA detected in fingertip, oral and bathroom samples from unvaccinated adolescent girls in Tanzania","year":2019,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust; London School of Hygiene and Tropical Medicine","keywords":"Medicine; Tanzania; Sex organ; Concordance; Incidence (geometry); Cervical cancer; Cohort; HPV infection; Vagina; Obstetrics; Gynecology; Cancer; Internal medicine; Surgery; Biology; 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":[0.0002125205,0.0002384562,0.0004887463,0.0004760624,0.00009726345,0.00005125722,0.00009702143,0.0002253429,0.004218963],"category_scores_gemma":[0.00007528499,0.0002273221,0.00006230163,0.001036082,0.0000686713,0.0001344966,0.00003586803,0.0007869701,0.00005906545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103389,"about_ca_system_score_gemma":0.0001638208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009152871,"about_ca_topic_score_gemma":0.02542134,"domain_scores_codex":[0.9981039,0.000143398,0.0004696927,0.0005136576,0.0002859739,0.0004833356],"domain_scores_gemma":[0.9991892,0.0001364148,0.00003971811,0.0003141781,0.0001198361,0.0002006743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003769151,0.0009874611,0.8816847,0.0001930943,0.00008027211,0.00004497766,0.0006402861,0.00003398435,0.08320517,0.00009588649,0.00009284788,0.03256442],"study_design_scores_gemma":[0.006537835,0.0006665917,0.9882182,0.0001138731,0.00004448983,0.000009050017,0.0001485179,0.0003545663,0.00205197,0.0003572468,0.001255382,0.0002422308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962072,0.0004479487,0.0001338832,0.0003845432,0.0001136381,0.0008826897,0.00005764324,0.0001310126,0.001641458],"genre_scores_gemma":[0.9990575,0.0001076317,0.00007628688,0.0003499959,0.00004986547,0.00005996124,0.0001108725,0.00004069964,0.0001472309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065336,"threshold_uncertainty_score":0.9974453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690968510989355,"score_gpt":0.3101910047920303,"score_spread":0.2832813196821367,"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."}}