{"id":"W4307366721","doi":"10.1038/s41598-022-21497-6","title":"Gauging the skin resident Leishmania parasites through a loop mediated isothermal amplification (LAMP) assay in post-kala-azar dermal leishmaniasis","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; International Centre for Diarrhoeal Disease Research, Bangladesh; Global Affairs Canada; Department for International Development; Bundesministerium für Bildung und Forschung; Government of the United Kingdom; Wellcome Trust; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Loop-mediated isothermal amplification; Cutaneous leishmaniasis; Visceral leishmaniasis; Leishmaniasis; Gold standard (test); Medicine; Polymerase chain reaction; Virology; Molecular biology; Biology; Pathology; DNA; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008035399,0.0004123616,0.0006520579,0.0006075801,0.001968686,0.0004808271,0.0005780728,0.0001046225,0.001936544],"category_scores_gemma":[0.002490634,0.0002966442,0.0002905059,0.002385819,0.0007494051,0.0005331178,0.0007540672,0.0009743625,0.0001109578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007226666,"about_ca_system_score_gemma":0.0007973496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424786,"about_ca_topic_score_gemma":0.001155498,"domain_scores_codex":[0.9919139,0.0008612369,0.001399476,0.001646195,0.003010741,0.001168427],"domain_scores_gemma":[0.9958522,0.0005726955,0.0006830423,0.002067602,0.0006118914,0.0002126128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007624364,0.001919763,0.6147859,0.0003300939,0.0007227334,0.01182766,0.03071429,0.001256527,0.1917023,0.0007803538,0.131657,0.013541],"study_design_scores_gemma":[0.001754507,0.0003753334,0.8441667,0.0001696535,0.0002126325,0.003539977,0.01588303,0.001291811,0.02141051,0.001797454,0.1085327,0.0008656644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770256,0.001369567,0.0001075165,0.01289168,0.002141193,0.002077321,0.00001986883,0.0002001105,0.004167097],"genre_scores_gemma":[0.9904286,0.00006161962,0.0002893177,0.000654939,0.000180803,0.0006972144,0.0003233141,0.00008106972,0.007283158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2293808,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661757757105403,"score_gpt":0.2988489704392686,"score_spread":0.2722313928682145,"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."}}