{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000753438,0.0002077143,0.0007555808,0.0005314414,0.0002485439,0.00003170659,0.00007571197,0.0001643906,0.00001015607],"category_scores_gemma":[0.0002895898,0.0002055406,0.00004631805,0.0002585019,0.000205174,0.00006173871,0.0002173517,0.0003964968,2.935055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392673,"about_ca_system_score_gemma":0.001472009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003129172,"about_ca_topic_score_gemma":0.008866599,"domain_scores_codex":[0.9973989,0.0006062241,0.0006680566,0.000731332,0.00008337434,0.0005121569],"domain_scores_gemma":[0.9987709,0.000460165,0.0002501185,0.0002267511,0.0002077678,0.00008430676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001984086,0.002661677,0.09033202,0.003548466,0.0008478525,0.000006735584,0.1646481,0.00004137396,0.1399428,0.000009171294,0.001563802,0.5944139],"study_design_scores_gemma":[0.006191266,0.007265634,0.8321388,0.009638145,0.00005076979,0.00003353276,0.09764659,0.00004328361,0.0404347,0.00006603998,0.00580065,0.0006905448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9019001,0.09434929,0.00008503797,0.0009073254,0.00007090915,0.002174004,0.0005012247,0.000007369631,0.000004688772],"genre_scores_gemma":[0.989988,0.00598289,0.00235104,0.000008810328,0.00001405709,0.001052488,0.0004923225,0.00001846358,0.00009195696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7418068,"threshold_uncertainty_score":0.8381703,"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."}}