{"id":"W4417489127","doi":"10.1016/s3050-5038(25)00180-3","title":"Menstruation insecurity as part of HIV and STI prevention","year":2025,"lang":"en","type":"article","venue":"The Lancet Obstetrics Gynaecology & Women s Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Menstruation; Sanitation; Human immunodeficiency virus (HIV); Reproductive health; Public health; Family planning","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002184832,0.0002294327,0.0005931968,0.0008760715,0.0008350484,0.002199298,0.0004410101,0.002435055,0.008687239],"category_scores_gemma":[0.01168532,0.0004594898,0.0007712336,0.001243313,0.0009236869,0.001481497,0.001731524,0.004467014,0.0003609266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624307,"about_ca_system_score_gemma":0.004229456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671742,"about_ca_topic_score_gemma":0.02775616,"domain_scores_codex":[0.9986859,0.0005669001,0.00007290017,0.0001050818,0.0002113736,0.0003579503],"domain_scores_gemma":[0.995195,0.00213807,0.001102494,0.0001859793,0.0002827054,0.00109572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009944402,0.0009656828,0.2454686,0.004177037,0.001282244,0.001080998,0.00557714,0.001019324,0.0005116206,0.04924038,0.06397276,0.6257098],"study_design_scores_gemma":[0.0005036537,0.001550758,0.7647291,0.01702904,0.001167913,0.001189447,0.009138878,0.001917904,0.0003270393,0.05151161,0.150776,0.0001587052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1412127,0.4571343,0.0006917892,0.3515019,0.004872168,0.0001279847,0.001539746,0.00003510285,0.04288429],"genre_scores_gemma":[0.7561947,0.212033,0.0008090917,0.01901557,0.006733861,0.0001162755,0.0004731542,0.00001869998,0.004605755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01671742,"threshold_uncertainty_score":0.03324026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690666465524536,"score_gpt":0.3548991293460881,"score_spread":0.3179924646908427,"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."}}