{"id":"W4391538479","doi":"10.21203/rs.3.rs-3911496/v1","title":"Asymptomatic malaria in pregnancy and associated risk factors in Majang Zone, Gambella Region, Southwest Ethiopia: A hard-to-reach malaria hotspot","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"Jimma University","keywords":"Malaria; Hotspot (geology); Geography; Asymptomatic; Socioeconomics; Environmental health; Medicine; Geology; Surgery; Immunology; Seismology","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":[0.0002936734,0.0003712602,0.000251518,0.0005459402,0.0007507417,0.0007506619,0.0003352993,0.0003852516,0.0009631967],"category_scores_gemma":[0.0009286246,0.0003252339,0.0001768227,0.0007872709,0.0003694544,0.0004291839,0.0005301774,0.000475914,0.0001034099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004478532,"about_ca_system_score_gemma":0.000907983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496369,"about_ca_topic_score_gemma":0.03428087,"domain_scores_codex":[0.9998323,0.0000615476,0.00001473718,0.00002926405,0.00001223007,0.00004989118],"domain_scores_gemma":[0.9997935,0.0000378924,0.0000560118,0.000006476445,0.00001875438,0.00008750609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001563471,0.00007534351,0.9964238,0.00002205008,0.00002756091,0.0005409281,0.000706979,0.00003397899,0.0003107299,0.00006039334,0.0001706113,0.001471283],"study_design_scores_gemma":[0.000009815996,0.00008948931,0.9944259,0.00002527583,0.0000226622,0.0005260502,0.004553243,0.0001079326,0.00005029326,0.00005042052,0.0001335873,0.000005391674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993579,0.0001861383,0.00002735181,0.00009734186,0.000004978903,0.000005190969,0.0001591746,0.000001208366,0.0001606505],"genre_scores_gemma":[0.9994791,0.0002284102,0.00004876398,0.0000253029,0.000005967105,0.000005971387,0.00007875148,6.528609e-7,0.0001271294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496369,"threshold_uncertainty_score":0.06952035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04788146327706867,"score_gpt":0.3540399050463893,"score_spread":0.3061584417693207,"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."}}