{"id":"W4410345203","doi":"10.1186/s12889-025-22809-x","title":"The effect of an audio-recorded intervention program on the knowledge and self-reported practices of menstruation and hygiene among visually impaired young girls in Rwanda: a mixed method study","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University; Western University","funders":"University of Michigan","keywords":"Biostatistics; Medicine; Hygiene; Public health; Menstruation; Intervention (counseling); Epidemiology; Environmental health; Family medicine; Nursing; Internal medicine","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":[0.01413317,0.0001636829,0.0005032894,0.0002756883,0.0002045623,0.00004590379,0.00008897628,0.00007894821,0.00000328721],"category_scores_gemma":[0.004116896,0.00009386032,0.000049523,0.000693467,0.0001026294,0.0001650346,0.00005371531,0.0002299747,1.902172e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245059,"about_ca_system_score_gemma":0.0009674327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742064,"about_ca_topic_score_gemma":0.01342625,"domain_scores_codex":[0.9949032,0.003186003,0.0009655746,0.0003303535,0.0002771232,0.0003377354],"domain_scores_gemma":[0.9964736,0.001696993,0.001072537,0.0003505626,0.0002078864,0.0001984507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000892566,0.002227891,0.572697,0.001761175,0.0001254151,0.000001020974,0.002163643,4.368843e-7,0.00001634801,0.0001802858,0.00004871278,0.4198855],"study_design_scores_gemma":[0.005446947,0.01048244,0.9735892,0.000274748,0.00009195074,0.000008417974,0.003897587,0.005897259,0.00007057793,0.00004961124,0.0001323948,0.00005881718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918995,0.0005440574,0.0001669106,0.001529601,0.0001740868,0.005313632,0.000002666146,0.00005263829,0.0003168476],"genre_scores_gemma":[0.9983644,0.00009516012,0.001027401,0.00004037267,0.00001601959,0.0003870219,0.00001928203,0.00001079,0.00003956498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4198267,"threshold_uncertainty_score":0.7492165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454178520718622,"score_gpt":0.4509368094719586,"score_spread":0.4055189574000964,"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."}}