{"id":"W4410194251","doi":"10.1093/ofid/ofaf279","title":"Expansion of the <i>Plasmodium falciparum Kelch13</i> R622I Mutation in Northwest Ethiopia","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Plasmodium falciparum; Medicine; Malaria; Artemether/lumefantrine; Lumefantrine; Artemisinin; Southeast asia; Population; Internal medicine; Immunology; Environmental health; Ancient history","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001705537,0.0001325891,0.0003001703,0.0001617037,0.0001503469,0.00006388903,0.0002812335,0.00008046415,0.0001470838],"category_scores_gemma":[0.000446768,0.00009372922,0.00013438,0.0005635429,0.00009453924,0.0001739029,0.0002919895,0.0002148836,0.00001663334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009772356,"about_ca_system_score_gemma":0.000680123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418005,"about_ca_topic_score_gemma":0.005508135,"domain_scores_codex":[0.9987406,0.000130867,0.0002971151,0.0002439565,0.0002793609,0.0003081695],"domain_scores_gemma":[0.9990914,0.0001318211,0.00008880148,0.0004328426,0.0001447536,0.0001104084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000798766,0.0006077366,0.9737587,0.0001668208,0.00008505894,0.00002528226,0.00006882007,0.0001315894,0.001059966,0.01162576,0.003276477,0.008395008],"study_design_scores_gemma":[0.005783534,0.0003375081,0.9825179,0.0003903887,0.0001310111,0.00001138709,0.0002624231,0.0005514716,0.003003531,0.004377705,0.002507832,0.0001252901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295574,0.0003899972,0.000185958,0.01203641,0.0003819662,0.002666686,0.00008828384,0.00005101486,0.05464228],"genre_scores_gemma":[0.9966789,0.00003477338,0.00001036058,0.001535823,0.00001819519,0.0002329027,0.00004791082,0.00001175746,0.001429404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06712147,"threshold_uncertainty_score":0.5167024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009267786071646678,"score_gpt":0.2949722401209666,"score_spread":0.2857044540493199,"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."}}