{"id":"W3157050252","doi":"10.3389/fcimb.2021.670759","title":"Evaluation of Loopamp™ Leishmania Detection Kit and Leishmania Antigen ELISA for Post-Elimination Detection and Management of Visceral Leishmaniasis in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":26,"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":"Visceral leishmaniasis; Medicine; Loop-mediated isothermal amplification; Urine; Leishmaniasis; Leishmania; Antigen; Cutaneous leishmaniasis; Immunology; Virology; Gastroenterology; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001536055,0.0001911922,0.0005069686,0.0006174417,0.00009171812,0.0000186422,0.00003392796,0.0002192595,0.00001346645],"category_scores_gemma":[0.0001924571,0.0002034511,0.00006905733,0.0003755903,0.0002087591,0.0001814878,0.00008772019,0.0001785157,3.709287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328175,"about_ca_system_score_gemma":0.00005323308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530738,"about_ca_topic_score_gemma":0.001053521,"domain_scores_codex":[0.9982157,0.0003360738,0.0005279388,0.000485035,0.0001737892,0.0002614143],"domain_scores_gemma":[0.9988676,0.00005625877,0.000191503,0.0001627304,0.0006732707,0.00004866635],"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":[0.0003724088,0.0002191361,0.1279188,0.0008797554,0.0002388309,0.000007655689,0.0004034113,0.00002447998,0.7520919,0.00003139012,0.00005045178,0.1177618],"study_design_scores_gemma":[0.005352775,0.0008391608,0.5587977,0.0002200241,0.0003393052,0.0001088007,0.001178133,0.003558079,0.4285334,0.000264218,0.0006169497,0.0001914368],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842057,0.00444658,0.009424822,0.0001572604,0.0003714819,0.001227478,0.00001840581,0.00001439168,0.0001338995],"genre_scores_gemma":[0.9922965,0.005678667,0.001707875,0.00002481561,0.00003906224,0.000105063,0.00007791685,0.00002002497,0.00005011461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308789,"threshold_uncertainty_score":0.8296495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117808649114928,"score_gpt":0.2818624272982474,"score_spread":0.2606843408070981,"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."}}