{"id":"W2563275097","doi":"10.1093/infdis/jiw590","title":"Genital injury signatures and microbiome alterations associated with depot medroxyprogesterone acetate usage and intravaginal drying practices","year":2016,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases","keywords":"Medroxyprogesterone acetate; Physiology; Microbiome; Medicine; Immunology; Sex organ; Gynecology; Andrology; Biology; Hormone; Internal medicine; Bioinformatics","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":[0.0002024639,0.0002272435,0.0002176693,0.0005444166,0.0002368077,0.0004064497,0.0001264524,0.0002826273,0.001373994],"category_scores_gemma":[0.000677975,0.0001227316,0.0002407369,0.0006127943,0.0002111758,0.0001823383,0.0002597096,0.0002466544,0.0001159343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010249,"about_ca_system_score_gemma":0.0002282321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961609,"about_ca_topic_score_gemma":0.002402561,"domain_scores_codex":[0.9997978,0.00004326797,0.00001592423,0.00005080324,0.00005366454,0.00003861918],"domain_scores_gemma":[0.9995514,0.00006719378,0.0002736114,0.00001955227,0.00004087513,0.00004740965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006786932,0.0000635914,0.9218217,0.0002093191,0.0001488151,0.0003990269,0.0003454769,0.00005646817,0.05894089,0.00003323799,0.0001424731,0.01716028],"study_design_scores_gemma":[0.000002705617,0.0001240487,0.9957274,0.0000194269,0.0000363579,0.0006054548,0.0002804762,0.00008815961,0.002665352,0.00002383213,0.0004225874,0.000004191124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969156,0.001998636,0.0001333079,0.00005124629,0.000005011651,0.00001224156,0.0005457743,0.000004383095,0.00033377],"genre_scores_gemma":[0.9980648,0.0007785773,0.0004498032,0.00005565724,0.000007887645,0.00000960512,0.0003609344,0.000001927873,0.000270759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001961609,"threshold_uncertainty_score":0.004596531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161309473580978,"score_gpt":0.2769582409687321,"score_spread":0.2653451462329223,"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."}}