{"id":"W4398143062","doi":"10.1080/00918369.2024.2353057","title":"Degendering Menstruation: A Scoping Review Exploring the Experiences of Transgender and Non-Binary People","year":2024,"lang":"en","type":"review","venue":"Journal of Homosexuality","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Transgender; Menstruation; Gender dysphoria; Inclusion (mineral); Psychology; Social psychology; Medicine; Gender studies; Sociology","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":[0.001930092,0.0002960136,0.002290896,0.0001484035,0.00009786207,0.00002140441,0.0001707406,0.00009528732,0.00006105612],"category_scores_gemma":[0.000169823,0.000162932,0.0004129741,0.000444231,0.0001061967,0.0001538158,0.00005279729,0.0006055593,0.000002354812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006473446,"about_ca_system_score_gemma":0.001271763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009998044,"about_ca_topic_score_gemma":0.000009728872,"domain_scores_codex":[0.9968427,0.0002319547,0.001875595,0.0002345918,0.0005707021,0.0002444426],"domain_scores_gemma":[0.9982023,0.0002450216,0.000899605,0.0002909242,0.0001466786,0.0002154874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002027273,0.00004582574,0.00001792784,0.5853307,0.0001523234,0.00003345922,0.01247841,1.432842e-7,5.40782e-7,0.00001035075,0.0002098544,0.4017001],"study_design_scores_gemma":[0.0005345375,0.0007613148,0.00007216645,0.9383848,0.004154169,0.002111305,0.02369602,0.000004778452,0.000006170888,0.00004040847,0.02991772,0.0003166432],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01098604,0.9867491,0.000042011,0.0001843473,0.0008042769,0.001076392,0.000003684653,0.000008014725,0.0001461099],"genre_scores_gemma":[0.002544557,0.9967099,0.0002401843,0.000113275,0.0002374692,0.0001037597,0.000004721993,0.00002593067,0.00002013143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4013835,"threshold_uncertainty_score":0.6644175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2725082475972194,"score_gpt":0.4706933862504879,"score_spread":0.1981851386532685,"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."}}