{"id":"W4411157816","doi":"10.3390/tropicalmed10060157","title":"Syndemic Synergy of HPV, HIV, and HSV-2 for Oncogenic HPV Replication in Female Sex Workers","year":2025,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"","keywords":"Syndemic; Replication (statistics); Human immunodeficiency virus (HIV); Virology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511637,0.0002767536,0.0001649915,0.0006554442,0.0004238751,0.0007158471,0.0002185075,0.0003079441,0.00387973],"category_scores_gemma":[0.00210323,0.0002465364,0.0003519336,0.0003574022,0.0002305995,0.000286996,0.0004086243,0.0003385365,0.0003190758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954034,"about_ca_system_score_gemma":0.0004374109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004809892,"about_ca_topic_score_gemma":0.004811483,"domain_scores_codex":[0.999658,0.0001258421,0.00002835272,0.00004574533,0.00005261977,0.00008939509],"domain_scores_gemma":[0.9989649,0.0003274508,0.0004172949,0.00005400112,0.00008086191,0.0001555481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000831921,0.00003011008,0.9981046,0.000009811744,0.00001435507,0.00009285176,0.00005992577,0.00001696662,0.0004073672,0.00001381481,0.0000401536,0.001126869],"study_design_scores_gemma":[0.000004310572,0.00008558723,0.9983259,0.00002187143,0.00002959545,0.0004628221,0.0004351847,0.0002356476,0.0002092476,0.00003233478,0.0001546777,0.000002815223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989531,0.0004129511,0.00005282306,0.00005129992,0.000004124091,0.000004569753,0.000110465,0.000003068294,0.000407537],"genre_scores_gemma":[0.9997867,0.0000595251,0.00002905668,0.000007274847,0.000003862437,0.00000251488,0.00003220726,5.80483e-7,0.00007837863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004809892,"threshold_uncertainty_score":0.01297897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795310418658088,"score_gpt":0.3563457050324222,"score_spread":0.3283926008458413,"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."}}