{"id":"W2542648267","doi":"10.4269/ajtmh.16-0362","title":"Diagnosis of Visceral Leishmaniasis Using Peripheral Blood Microscopy in Ethiopia: A Prospective Phase-III Study of the Diagnostic Performance of Different Concentration Techniques Compared to Tissue Aspiration","year":2016,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; University of Gondar; Addis Ababa University; European Commission; Instituut voor Tropische Geneeskunde; McGill University","keywords":"Visceral leishmaniasis; Medicine; Peripheral blood; Prospective cohort study; Leishmaniasis; Pathology; Leishmania donovani; Radiology; Internal medicine","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":[0.005708505,0.001151979,0.001106668,0.0003654311,0.0004585882,0.001111513,0.0006560229,0.001062692,0.0006611014],"category_scores_gemma":[0.003843296,0.0008802578,0.0007305344,0.0003093651,0.0008309156,0.0006373488,0.0002980937,0.001115621,0.0002952537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007234404,"about_ca_system_score_gemma":0.001013957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148295,"about_ca_topic_score_gemma":0.001286663,"domain_scores_codex":[0.9978966,0.001307075,0.00009387941,0.0003012711,0.0002159056,0.0001853504],"domain_scores_gemma":[0.9977589,0.000866926,0.0004097676,0.0001594731,0.0002527968,0.0005521825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4349706,0.08206621,0.3763603,0.0007727961,0.001722762,0.0005509722,0.001414481,0.001196456,0.03827666,0.0001544718,0.0005439434,0.06197048],"study_design_scores_gemma":[0.06667431,0.6242489,0.2970822,0.00009752651,0.001126059,0.0007593348,0.0004074211,0.002482685,0.006048936,0.0001084383,0.0008753153,0.00008887184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989391,0.0002916237,0.0001725761,0.0000221139,0.00001643754,0.000343235,0.00005647661,0.000005310581,0.0001531736],"genre_scores_gemma":[0.9979669,0.0002707343,0.000911222,0.0001640674,0.00002458681,0.0003466118,0.0001652675,0.000003389217,0.0001469853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005708505,"threshold_uncertainty_score":0.03018981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781204640666241,"score_gpt":0.350950327977024,"score_spread":0.3231382815703616,"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."}}