{"id":"W2997849032","doi":"10.1371/journal.pone.0226992","title":"High prevalence of abnormal menstruation among women living with HIV in Canada","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University; McGill University Health Centre; AIDS Vancouver; Western University; St. Michael's Hospital; University of Alberta; Women's College Hospital; University of Toronto","funders":"McGill University; McGill University Health Centre; Simon Fraser University; Dalhousie University; Styrelsen för Internationellt Utvecklingssamarbete; McMaster University; Canadian HIV Trials Network, Canadian Institutes of Health Research; National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; Canadian Institutes of Health Research; Ontario HIV Treatment Network; Alberta Health Services; Ottawa Hospital Research Institute","keywords":"Menstruation; Medicine; Human immunodeficiency virus (HIV); Young adult; Environmental health; Demography; Obstetrics; Gerontology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004274786,0.0001920998,0.0002344199,0.001231293,0.001833414,0.0007935495,0.0007285856,0.0002612023,0.001574917],"category_scores_gemma":[0.001911489,0.0002043628,0.0002055773,0.002639891,0.0004801089,0.0001932526,0.0006171616,0.000417946,0.00008965754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008150202,"about_ca_system_score_gemma":0.01321096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804311,"about_ca_topic_score_gemma":0.9888743,"domain_scores_codex":[0.9995334,0.00003776952,0.00002494064,0.00006888514,0.0001820012,0.0001530775],"domain_scores_gemma":[0.9990199,0.00007488137,0.0003005292,0.00002239611,0.000372341,0.0002100573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002053364,0.000009512945,0.996388,0.00002159516,0.00001669493,0.00004890975,0.0001951532,0.00002748328,0.0001007821,0.0000287587,0.0003343751,0.002808316],"study_design_scores_gemma":[0.000003264098,0.00001177022,0.9988251,0.00002392662,0.00001201053,0.00006942439,0.0004924284,0.0001252886,0.0000410402,0.00001229599,0.0003797336,0.000003663357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936182,0.001281882,0.00008750354,0.0003210382,0.000009075455,0.0000460388,0.002850828,0.00001264379,0.001772759],"genre_scores_gemma":[0.9982796,0.0005651723,0.0001622693,0.00007781447,0.000004664359,0.000009159097,0.0005961601,0.000001837798,0.0003034679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956886,"threshold_uncertainty_score":0.05913413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131809958736263,"score_gpt":0.2049705681581793,"score_spread":0.191789572284553,"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."}}