{"id":"W2972221218","doi":"10.31357/fhssphd.2013.00066","title":"Molecular Detection and Sero-prevalence of Leishmania donovani &amp; Risk Factor Analysis in Selected Areas in Sri Lanka","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; University of Colombo; University of Sri Jayewardenepura; Keele University; Centre National de la Recherche Scientifique; McGill University","keywords":"Sri lanka; Leishmania donovani; Leishmania; Environmental health; Leishmaniasis; Geography; Socioeconomics; Veterinary medicine; Medicine; Visceral leishmaniasis; Immunology; Parasite hosting; Computer science; Environmental planning; Sociology; World Wide Web","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"],"consensus_categories":[],"category_scores_codex":[0.00081205,0.0003092632,0.001063516,0.0009573416,0.0001297963,0.00000378174,0.000166398,0.001157468,0.0008571482],"category_scores_gemma":[0.001492001,0.0002793046,0.0000948933,0.00169902,0.00002487915,0.00008585164,0.00003413244,0.001355875,0.00008829795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538076,"about_ca_system_score_gemma":0.0002987461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08958136,"about_ca_topic_score_gemma":0.4256468,"domain_scores_codex":[0.99549,0.001634224,0.001412546,0.00059027,0.0001828343,0.0006901339],"domain_scores_gemma":[0.997497,0.0006467649,0.0008926205,0.0003668982,0.0004080133,0.0001887319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002037806,0.00004356814,0.9926816,0.002268113,0.0001006891,0.000001943915,0.002150141,0.00006975605,0.0008761405,0.00004222603,0.00009270501,0.001469337],"study_design_scores_gemma":[0.0005082675,0.00005922542,0.99609,0.0002579744,0.0001934848,3.929977e-7,0.001361652,0.0008629017,0.00009672871,0.0002079826,0.0001508879,0.0002104786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957054,0.0008239907,0.0001383956,0.0000423772,0.0002990328,0.001142995,0.0001181973,0.00004833787,0.001681276],"genre_scores_gemma":[0.9957858,0.001964251,0.000292111,0.0001792558,0.00002901195,0.0001729113,0.0004526899,0.00001933574,0.001104614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360654,"threshold_uncertainty_score":0.9999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243717209946369,"score_gpt":0.396021094707358,"score_spread":0.3635839226078943,"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."}}