{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004819113,0.0002396928,0.0001946444,0.0004903505,0.0003913825,0.0004646112,0.0001943949,0.0002154799,0.002265729],"category_scores_gemma":[0.002296286,0.0002504579,0.0001900681,0.0003391666,0.0004365299,0.0002528915,0.0005098272,0.0004039509,0.0001667524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511228,"about_ca_system_score_gemma":0.000365293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008346692,"about_ca_topic_score_gemma":0.01141626,"domain_scores_codex":[0.9997385,0.00007697822,0.00002323804,0.00004767636,0.00003912056,0.000074485],"domain_scores_gemma":[0.998199,0.0002490819,0.00108268,0.00005758781,0.0001206799,0.000290879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504534,0.00002661483,0.9946914,0.00002126405,0.00002481495,0.0001787017,0.000480879,0.00003583313,0.002739914,0.0000277153,0.0001049584,0.001417457],"study_design_scores_gemma":[0.000004434891,0.0000959246,0.9991958,0.000008914298,0.00001298013,0.0002578969,0.0002036144,0.00007739704,0.00005822228,0.00001317398,0.00006929759,0.000002402472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996002,0.0001513137,0.00003329984,0.00002740966,9.599875e-7,0.000005303418,0.00004796691,0.000001869147,0.0001317169],"genre_scores_gemma":[0.999819,0.00004021667,0.00004655339,0.000007620869,0.000001760808,0.000002941207,0.00004524037,0.000001009027,0.00003558401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008346692,"threshold_uncertainty_score":0.0165962,"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."}}