{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006172887,0.0001592747,0.0002252977,0.0002247126,0.0004367137,0.0000803334,0.0001193191,0.00007743552,0.00006263258],"category_scores_gemma":[0.001350382,0.00007889742,0.00003276625,0.0001751409,0.0006985565,0.0006228754,0.00006759287,0.0003630331,0.000009632353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000647571,"about_ca_system_score_gemma":0.0001292956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003002085,"about_ca_topic_score_gemma":0.00005505183,"domain_scores_codex":[0.9985694,0.0006778157,0.0002699351,0.0001631656,0.00007691113,0.0002427694],"domain_scores_gemma":[0.997771,0.001064663,0.0006091069,0.0001617361,0.0003366728,0.00005682964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005400107,0.0003122882,0.09344959,0.00001372702,0.0008726545,0.00001618629,0.0003225429,0.000006665442,0.8979535,0.00003417955,0.0002899656,0.006188664],"study_design_scores_gemma":[0.005018222,0.004982621,0.81204,0.0003911849,0.001311262,0.007572001,0.0004312771,0.000001970911,0.1652769,0.0007490444,0.00175009,0.0004753335],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931171,0.005387881,0.000193025,0.0008019969,0.0001513403,0.0002090989,0.00004453425,0.00002927122,0.00006576237],"genre_scores_gemma":[0.9987878,0.0008579978,0.00001231421,0.00004358542,0.00006229006,0.000007760169,0.000003801762,0.00001604027,0.000208405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7326766,"threshold_uncertainty_score":0.3358893,"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."}}