{"id":"W2582447685","doi":"10.1038/mi.2016.129","title":"Association of HPV infection and clearance with cervicovaginal immunology and the vaginal microbiota","year":2017,"lang":"en","type":"article","venue":"Mucosal Immunology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Women's Health In Women's Hands; Toronto Public Health; Public Health Ontario; University of Toronto","funders":"University of Toronto; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Microbiome; Immunology; Bacterial vaginosis; Sex organ; HPV infection; Biology; Vagina; Immune system; Medicine; Cervical cancer; Microbiology; Internal medicine; Cancer; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008099608,0.0001838575,0.0003359213,0.0005247416,0.0003556086,0.001068875,0.0002607285,0.0007687001,0.003335299],"category_scores_gemma":[0.004834881,0.0002372423,0.0003583772,0.0005225861,0.0003839273,0.0005519136,0.0005390063,0.0008947328,0.0003304714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316714,"about_ca_system_score_gemma":0.0007593278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874704,"about_ca_topic_score_gemma":0.001707596,"domain_scores_codex":[0.9990841,0.0003959303,0.00005164282,0.0000973111,0.0001486021,0.0002223674],"domain_scores_gemma":[0.9978115,0.0005972736,0.0008105548,0.0002154341,0.0002077861,0.0003574796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001861041,0.0002558982,0.9804397,0.00005209946,0.0001134497,0.0001993939,0.0001084813,0.00006151017,0.003704652,0.0001458483,0.0002109789,0.01284685],"study_design_scores_gemma":[0.00001091351,0.0002955228,0.9979973,0.0000179315,0.00003013364,0.0004155941,0.0001584749,0.0001393047,0.0003767303,0.0001026578,0.0004520083,0.000003379354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914387,0.006277341,0.0001729042,0.0002723965,0.00004489644,0.00001325073,0.0001188775,0.000009028842,0.001652548],"genre_scores_gemma":[0.9984953,0.0006832925,0.0001410896,0.00004419789,0.00003665693,0.000005846305,0.0001044079,0.00000276023,0.0004865244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335299,"threshold_uncertainty_score":0.01115769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785938326815366,"score_gpt":0.262586843390819,"score_spread":0.2528009050640037,"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."}}