{"id":"W2036688650","doi":"10.1016/j.actatropica.2014.02.016","title":"A new visually improved and sensitive loop mediated isothermal amplification (LAMP) for diagnosis of symptomatic falciparum malaria","year":2014,"lang":"en","type":"article","venue":"Acta Tropica","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Australian Agency for International Development; Styrelsen för Internationellt Utvecklingssamarbete; Department for International Development; Department for International Development, UK Government; International Centre for Diarrhoeal Disease Research, Bangladesh; United States Agency for International Development","keywords":"Loop-mediated isothermal amplification; Malaria; Plasmodium falciparum; Virology; Loop (graph theory); Biology; Medicine; Immunology; Genetics; Mathematics","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":[0.00008015706,0.0001468515,0.0003701611,0.0000578424,0.00004194588,0.00001930904,0.00006457051,0.00009069657,0.00008971625],"category_scores_gemma":[0.0004529496,0.000122829,0.0001045466,0.00007779896,0.00004093632,0.00005518115,0.00002297288,0.00006007559,0.000005849546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952302,"about_ca_system_score_gemma":0.00008123866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007616122,"about_ca_topic_score_gemma":0.0000204584,"domain_scores_codex":[0.9990506,0.00004710774,0.0002912142,0.0002578245,0.0001315771,0.0002217094],"domain_scores_gemma":[0.9988778,0.0003553026,0.0001632811,0.0002782386,0.0001266976,0.0001986369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005352241,0.001271231,0.1590514,0.001724781,0.001658512,0.000009428642,0.00174255,0.000002069542,0.598686,0.01811163,0.008441553,0.2039487],"study_design_scores_gemma":[0.01298964,0.002620301,0.9211952,0.0002909362,0.001511131,0.00001299025,0.0002742063,0.03827837,0.01468542,0.0003361129,0.007398772,0.0004069262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833333,0.0001511225,0.01027237,0.004822414,0.00008415178,0.001098573,0.00004226018,0.00005589716,0.0001399326],"genre_scores_gemma":[0.9975081,0.00004047413,0.001117177,0.0006662418,0.0001813354,0.0001363798,0.0000767257,0.00002748209,0.0002460805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7621439,"threshold_uncertainty_score":0.5008822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008692539524374186,"score_gpt":0.2573041802902116,"score_spread":0.2486116407658374,"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."}}