{"id":"W4389573987","doi":"10.3390/diagnostics13243639","title":"Evaluation of a Point-of-Need Molecular Diagnostic Tool Coupled with Rapid DNA Extraction Methods for Visceral Leishmaniasis","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Department for International Development; International Centre for Diarrhoeal Disease Research, Bangladesh; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Recombinase Polymerase Amplification; DNA extraction; Visceral leishmaniasis; Molecular biology; Polymerase chain reaction; DNA; Real-time polymerase chain reaction; Nucleic acid; Biology; Assay sensitivity; Leishmania donovani; Loop-mediated isothermal amplification; Leishmaniasis; Medicine; Immunology; Pathology; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007740049,0.00110472,0.0009505932,0.0009638559,0.0002577704,0.001086409,0.0008129919,0.001144709,0.001124855],"category_scores_gemma":[0.00735239,0.0006518473,0.0006092829,0.0006107847,0.0007342506,0.000630466,0.0005692733,0.0005696985,0.0003956125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767149,"about_ca_system_score_gemma":0.0003864463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258643,"about_ca_topic_score_gemma":0.001558854,"domain_scores_codex":[0.9895408,0.00569125,0.0005518561,0.001417827,0.002454043,0.0003442555],"domain_scores_gemma":[0.9957013,0.002094191,0.0008184952,0.0002439541,0.0009711207,0.0001708273],"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":[0.008099442,0.002034311,0.1610994,0.002046351,0.0008448037,0.00041492,0.001095494,0.002243055,0.7648346,0.0004424243,0.000339611,0.05650549],"study_design_scores_gemma":[0.00073094,0.1439045,0.4345772,0.0003311812,0.002530723,0.004163606,0.001498006,0.02068786,0.380417,0.0005304667,0.01035339,0.0002751669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832336,0.002429013,0.01251417,0.0001333078,0.00009155571,0.0003616315,0.00037561,0.00004153413,0.0008196109],"genre_scores_gemma":[0.9810472,0.001036446,0.01632718,0.00009995401,0.0000447585,0.0002115094,0.0005175301,0.00001506141,0.0007002958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007740049,"threshold_uncertainty_score":0.04093379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06521668608357638,"score_gpt":0.4200739074333165,"score_spread":0.3548572213497401,"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."}}