{"id":"W4408538244","doi":"10.1371/journal.pntd.0012915","title":"Detection of Leishmania metacyclogenesis within the sand fly vector employing a real-time PCR for sherp gene expression: A tool for Leishmania surveillance and transmission potential","year":2025,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Institute of Infection and Immunity; National Institute of Allergy and Infectious Diseases; Canada Foundation for Innovation","keywords":"Minicircle; Biology; Kinetoplast; Leishmania; Vector (molecular biology); Leishmania infantum; Parasitology; Leishmaniasis; Real-time polymerase chain reaction; Leishmania major; Amastigote; Polymerase chain reaction; Kinetoplastida; Lutzomyia; Virology; Gene; Psychodidae; DNA; Parasite hosting; Visceral leishmaniasis; Genetics; Recombinant DNA; Immunology; Malaria; Zoology; Protozoal disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004263275,0.0005651984,0.0003331828,0.0005054635,0.000156181,0.0004619179,0.0003345378,0.0003682732,0.0006435856],"category_scores_gemma":[0.000444807,0.0002776495,0.0003366824,0.0002995498,0.0003726439,0.0003201118,0.0002063963,0.0007222483,0.0004256072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766974,"about_ca_system_score_gemma":0.0002846474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003249903,"about_ca_topic_score_gemma":0.0009173379,"domain_scores_codex":[0.9995752,0.00005472426,0.00003284506,0.0001577508,0.0001371965,0.00004234437],"domain_scores_gemma":[0.9997266,0.00008368064,0.00009425081,0.0000209114,0.0000585018,0.0000159654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000221723,0.000012944,0.0004412233,0.00006601452,0.000002883907,0.00001989644,0.00002621992,0.00005907697,0.997463,0.00004668848,0.00001750237,0.001822537],"study_design_scores_gemma":[0.000005329941,0.0002097049,0.004301928,0.00001429468,0.00002446867,0.0001516698,0.00004596189,0.002946427,0.9908465,0.00006228674,0.0013809,0.00001056289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312818,0.002311117,0.1607927,0.0002245599,0.00008708393,0.0003318964,0.002160908,0.0008572912,0.00195258],"genre_scores_gemma":[0.7991366,0.002314349,0.1888793,0.0002829887,0.00004962111,0.0005514822,0.003397175,0.0001199769,0.005268469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006435856,"threshold_uncertainty_score":0.002254605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592869797143666,"score_gpt":0.2703354650047072,"score_spread":0.2544067670332705,"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."}}