{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226985,0.00006501828,0.0002111546,0.0000513982,0.00001093458,0.000001500651,0.00003829083,0.00002432939,0.000563678],"category_scores_gemma":[0.00005093096,0.00005574495,0.00000542555,0.0001149348,0.00001855133,0.0000640702,0.00001155605,0.00009622637,0.000008398876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715769,"about_ca_system_score_gemma":0.0007817169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3350406,"about_ca_topic_score_gemma":0.2579779,"domain_scores_codex":[0.9990754,0.00002053726,0.000193545,0.000122487,0.0003563337,0.000231685],"domain_scores_gemma":[0.9995351,0.00006095097,0.0000813964,0.0001493042,0.0000538286,0.0001194639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000957614,0.0001713713,0.9962424,0.002269313,0.00001972029,0.000002965802,0.0005144935,0.00002253101,0.0004164127,0.00001911044,0.00001452544,0.0002113741],"study_design_scores_gemma":[0.0009258086,0.0003015233,0.994964,0.001246909,0.00002270071,9.955794e-7,0.00073781,0.0007090768,0.001020926,0.000007543835,0.00000117277,0.00006155044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980021,0.00003714041,0.000002330229,0.000101941,0.0000181437,0.0003780467,0.000005813582,0.000007681977,0.001446799],"genre_scores_gemma":[0.9987593,0.00002544875,0.0004294991,0.0001320543,0.0000142318,0.00002354018,0.000004604149,0.000007867977,0.0006034225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07706276,"threshold_uncertainty_score":0.7555621,"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."}}