{"id":"W4403173857","doi":"10.1101/2024.10.05.24314933","title":"Outbreak of <i>Leishmania tropica</i> amongst militia members in a non-endemic district under conflict in the lowlands of Somali Region in Ethiopia","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"African studies and sociopolitical issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Somali; Outbreak; Geography; Leishmania tropica; Socioeconomics; Virology; Medicine; Sociology; Leishmaniasis; Cutaneous leishmaniasis","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":[0.0003529779,0.0002341662,0.0001289123,0.0003307078,0.002177727,0.0007006473,0.0002921113,0.0005977568,0.001107585],"category_scores_gemma":[0.0004564116,0.000187851,0.0001294161,0.0002725306,0.0006029104,0.0003177498,0.0006031441,0.0005669108,0.0001382099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006493042,"about_ca_system_score_gemma":0.0006291788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304117,"about_ca_topic_score_gemma":0.01710973,"domain_scores_codex":[0.9998195,0.00007438257,0.00001449595,0.00002082299,0.0000143136,0.00005653533],"domain_scores_gemma":[0.9996537,0.00006103753,0.00007725136,0.0000140839,0.00003208752,0.0001618718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001913004,0.0003226213,0.9608071,0.00006305225,0.00004129912,0.01441872,0.01433229,0.0001104954,0.004193018,0.0001909612,0.001077688,0.004251448],"study_design_scores_gemma":[0.00002091806,0.0005091258,0.9350377,0.00006590063,0.00003535365,0.008114037,0.05265348,0.0003779308,0.0008965777,0.00009220462,0.002178838,0.00001791596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995266,0.00001954379,0.00002181334,0.0001145436,0.000003073249,0.000007266721,0.00002773283,0.000001735631,0.0002776595],"genre_scores_gemma":[0.999627,0.00005565157,0.00005302253,0.0001069182,0.000007191336,0.000004729192,0.00003030494,5.888098e-7,0.00011468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304117,"threshold_uncertainty_score":0.02593052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681200266752923,"score_gpt":0.3249002783554735,"score_spread":0.2880882756879443,"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."}}