{"id":"W4281671078","doi":"10.3389/fepid.2022.852237","title":"Low Complexity of Infection Is Associated With Molecular Persistence of Plasmodium falciparum in Kenya and Tanzania","year":2022,"lang":"en","type":"article","venue":"Frontiers in Epidemiology","topic":"Malaria Research and Control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Parasitemia; Plasmodium falciparum; Malaria; Tanzania; Immunology; Serology; Genotyping; Biology; Persistence (discontinuity); Artemisinin; Parasite hosting; Medicine; Internal medicine; Genotype; Genetics; Gene; Antibody","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":[0.001573046,0.00009327952,0.0007395166,0.0002646888,0.00003004756,6.933519e-7,0.00007275263,0.00008730115,0.00006382064],"category_scores_gemma":[0.00161638,0.00008507213,0.00005641609,0.0003178854,0.0003986386,0.00002523301,0.00007277526,0.0003802066,1.60611e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565467,"about_ca_system_score_gemma":0.0001060355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007873426,"about_ca_topic_score_gemma":0.0001743702,"domain_scores_codex":[0.9980866,0.0008196456,0.0003935565,0.000238578,0.0001477823,0.0003137922],"domain_scores_gemma":[0.9992749,0.0002362709,0.000195089,0.0001657688,0.00005630618,0.00007166462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001279477,0.0002119064,0.9943613,0.00007554328,0.00009636331,0.00003858486,0.0002189305,0.000467055,0.0008706472,0.000856129,0.001109422,0.0004146341],"study_design_scores_gemma":[0.00362538,0.001459092,0.9665611,0.00006637975,0.00003677534,0.00001953115,0.0003342378,0.0240219,0.0004395586,0.003247952,0.0001020038,0.00008605567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913356,0.0005941598,0.004219275,0.002950116,0.00008852754,0.0003725675,0.00003512445,0.000007078232,0.000397549],"genre_scores_gemma":[0.9977705,0.00006079535,0.001588915,0.0004457312,0.000005075231,0.0000446903,0.00002561726,0.000007410476,0.00005128738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02780018,"threshold_uncertainty_score":0.3469141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217597555667407,"score_gpt":0.2918324737181506,"score_spread":0.2496564981614765,"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."}}