{"id":"W4401234138","doi":"10.1093/infdis/jiae373","title":"A Countrywide Survey of <i>hrp2/3</i> Deletions and <i>kelch13</i> Mutations Co-occurrence in Ethiopia","year":2024,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Bentham-Moxon Trust; Grand Challenges Canada; University of Calgary","keywords":"Malaria; Genetics; Biology; Mutation; Plasmodium falciparum; Population; DNA sequencing; Virology; Gene; Medicine; Environmental health; Immunology","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":[0.0009345983,0.00008437805,0.0002439409,0.0002151639,0.0000604226,0.00003590434,0.00007820981,0.00003461738,0.00007742971],"category_scores_gemma":[0.001365359,0.00005299924,0.0000711852,0.0003939298,0.0001801869,0.0001102103,0.0000172806,0.0003645611,0.000004989471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623146,"about_ca_system_score_gemma":0.0006606834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860695,"about_ca_topic_score_gemma":0.0004431634,"domain_scores_codex":[0.9988051,0.0002990419,0.0003557614,0.00007153211,0.0003176549,0.0001508929],"domain_scores_gemma":[0.99791,0.001372392,0.0001050128,0.0001174798,0.0003369286,0.0001581521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00167951,0.0009051213,0.9692715,0.0007631049,0.000559684,0.0003055065,0.0009658535,0.0003575669,0.003516418,0.001616566,0.01326109,0.006798043],"study_design_scores_gemma":[0.002279529,0.0007818638,0.991753,0.0006021847,0.0004049221,0.0007289101,0.000161861,0.0007698285,0.0001710207,0.001244889,0.001006459,0.00009552178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873843,0.008497323,0.0007852048,0.001957845,0.000136502,0.0002671404,0.0004475268,0.00001930697,0.0005048171],"genre_scores_gemma":[0.9980605,0.001620398,0.000006580478,0.0001903244,0.00006046527,0.000006004156,0.00002013659,0.000006859082,0.00002871481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248148,"threshold_uncertainty_score":0.2161246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608739838647573,"score_gpt":0.3206166840134718,"score_spread":0.3045292856269961,"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."}}