{"id":"W4416500872","doi":"10.1186/s13071-025-07108-z","title":"Diagnostic potential of GLP recombinant antigens in whole blood assays for Leishmania infantum infection","year":2025,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"Instituto de Salud Carlos III","keywords":"Leishmania infantum; Leishmania; Antigen; Parasitology; Whole blood; Recombinant DNA; Visceral leishmaniasis","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":[0.0005128638,0.000219811,0.000607389,0.0005825854,0.0001191779,0.00002743363,0.0001181984,0.0001289872,0.00003611394],"category_scores_gemma":[0.003450804,0.0002014047,0.0001987564,0.0007459272,0.000130288,0.0001186435,0.00009785904,0.0002561185,0.00002102989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060321,"about_ca_system_score_gemma":0.000168197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099311,"about_ca_topic_score_gemma":0.0006679712,"domain_scores_codex":[0.9981902,0.0001007402,0.0005247229,0.000389121,0.0003001056,0.0004950953],"domain_scores_gemma":[0.9982791,0.0009001736,0.0001311291,0.000331355,0.0002722941,0.00008596649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166823,0.0006967395,0.9640131,0.000457433,0.0002761551,0.00004317444,0.000159406,0.00004084315,0.02908399,0.0002908117,0.003279407,0.001492114],"study_design_scores_gemma":[0.002361674,0.0007020498,0.9656404,0.0004864155,0.0002608877,0.00001311949,0.00006522188,0.0003038706,0.02726258,0.0005017385,0.002246169,0.0001558759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994763,0.0009358251,0.0004223833,0.0009678543,0.0005484949,0.001259085,0.00001772198,0.00006243867,0.00102316],"genre_scores_gemma":[0.9979763,0.0005779621,0.0002528778,0.00005771993,0.00008562004,0.000196439,0.00004668925,0.00002617146,0.000780246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003213238,"threshold_uncertainty_score":0.8213045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331073210645051,"score_gpt":0.3149882826498516,"score_spread":0.3016775505434011,"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."}}