{"id":"W3148515507","doi":"10.21203/rs.3.rs-363043/v1","title":"Addressing a Silent and Neglected Scourge in Sexual and Reproductive Health in Sub-Saharan Africa by Development of Training Competencies to Improve Prevention, Diagnosis, and Treatment of Female Genital Schistosomiasis (FGS) for Health Workers","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reproductive health; Schistosomiasis; Sex organ; Medicine; Training (meteorology); Female circumcision; Environmental health; Gynecology; Geography; Biology; Immunology; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003469294,0.0003296923,0.0002393477,0.0004808891,0.002286214,0.003071999,0.0003547678,0.001159521,0.005990981],"category_scores_gemma":[0.007779818,0.0001454225,0.00012096,0.0003410984,0.002770448,0.002714237,0.003644852,0.002036662,0.0005062905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268865,"about_ca_system_score_gemma":0.009614895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312136,"about_ca_topic_score_gemma":0.006936496,"domain_scores_codex":[0.9987564,0.0006798488,0.00002726721,0.00007046878,0.0001405505,0.0003255508],"domain_scores_gemma":[0.99722,0.001229979,0.0003680922,0.0001288069,0.0002775973,0.0007755291],"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":[0.0002427112,0.0006159001,0.07537157,0.002727254,0.00009703336,0.003586487,0.1017833,0.001007395,0.01081046,0.1397137,0.07730361,0.5867405],"study_design_scores_gemma":[0.00008204321,0.0003787826,0.1680914,0.006121147,0.00007150874,0.002593996,0.1700464,0.001317102,0.005849976,0.1594992,0.4858801,0.00006828184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4543464,0.01855477,0.007148273,0.4308668,0.002897959,0.0001021736,0.0002332292,0.0001266904,0.08572363],"genre_scores_gemma":[0.9614453,0.01036842,0.004980091,0.009042024,0.0005377167,0.0000706459,0.00009121532,0.00003465519,0.01342992],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005990981,"threshold_uncertainty_score":0.02004182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697735415499003,"score_gpt":0.4408484567038157,"score_spread":0.2710749151539154,"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."}}