{"id":"W4394675286","doi":"10.1371/journal.pone.0297106","title":"Exploring the multi-level impacts of a youth-led comprehensive sexuality education model in Madagascar using Human-centered Design methods","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Grand Challenges Canada","keywords":"Curriculum; Human sexuality; Reproductive health; Equity (law); Government (linguistics); Medical education; Sexuality education; Psychology; Sociology; Medicine; Political science; Sex education; Pedagogy; Gender studies; Environmental health; Population","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":[0.005706058,0.0004422255,0.0002645618,0.0006014156,0.002140141,0.002193668,0.001618563,0.0005070531,0.002392449],"category_scores_gemma":[0.00359108,0.0002693933,0.0004656275,0.0006405056,0.002388333,0.001032136,0.002959918,0.0008955682,0.00009998026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005428267,"about_ca_system_score_gemma":0.00667894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01813508,"about_ca_topic_score_gemma":0.03935096,"domain_scores_codex":[0.9951962,0.003671763,0.00007431748,0.0002676278,0.0002587462,0.0005314177],"domain_scores_gemma":[0.9980445,0.001096629,0.0002053776,0.0001860546,0.000176077,0.0002913887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002448789,0.02159481,0.1952121,0.002972319,0.0006531097,0.003324282,0.2438741,0.0278039,0.0210011,0.03081911,0.005083492,0.445213],"study_design_scores_gemma":[0.001915215,0.05113726,0.3793111,0.001340954,0.00108151,0.0007347522,0.4211743,0.034852,0.01595591,0.01511852,0.0771092,0.0002691781],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894517,0.00007911038,0.003686742,0.0005528737,0.00001608389,0.001098305,0.00009659761,0.00003194864,0.004986744],"genre_scores_gemma":[0.9852011,0.0001823159,0.01118304,0.0002473327,0.00000589303,0.002177664,0.0000779874,0.000008065516,0.0009166672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01813508,"threshold_uncertainty_score":0.03938502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8751258356275231,"score_gpt":0.5683380671357711,"score_spread":0.306787768491752,"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."}}