{"id":"W4413746031","doi":"10.1186/s12978-026-02319-8","title":"“Healthy Bodies, Healthy Minds”: Barriers and solutions to implementing a menstrual hygiene management program in South Sudan","year":2025,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; McMaster University; York University","funders":"Mitacs","keywords":"Hygiene; Medicine; Environmental health; Psychology; Medical education","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":[0.008670135,0.0002545369,0.0001935698,0.000412077,0.008260508,0.002456068,0.001298762,0.001120643,0.003943842],"category_scores_gemma":[0.009253882,0.0002421661,0.0002493816,0.0006949976,0.00199745,0.001971003,0.005482714,0.002242224,0.0001855464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007289471,"about_ca_system_score_gemma":0.03676696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05433667,"about_ca_topic_score_gemma":0.08700351,"domain_scores_codex":[0.9955135,0.002680526,0.0001781659,0.0001132819,0.0003661372,0.001148483],"domain_scores_gemma":[0.9946951,0.001916825,0.0008842727,0.0001033266,0.0004493321,0.001951248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002026419,0.001334598,0.1600451,0.004649645,0.00009799984,0.004928686,0.5037754,0.0006899482,0.006872986,0.02754052,0.0236152,0.2662472],"study_design_scores_gemma":[0.00003118472,0.0003976299,0.09676065,0.00347563,0.00004244229,0.0004967013,0.8250276,0.0004953106,0.00109646,0.002647492,0.069468,0.00006097223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143655,0.001913378,0.0008732248,0.07020803,0.0003310508,0.0003958492,0.00007324465,0.00002020947,0.01181956],"genre_scores_gemma":[0.9851292,0.002309689,0.002666135,0.007560839,0.00004548737,0.0003116774,0.00004476482,0.000007110911,0.001925124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05433667,"threshold_uncertainty_score":0.1080408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326950695342066,"score_gpt":0.3801843707934813,"score_spread":0.3474893012592747,"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."}}