{"id":"W2772396595","doi":"10.1016/j.ebiom.2017.10.032","title":"A Phase III Diagnostic Accuracy Study of a Rapid Diagnostic Test for Diagnosis of Second-Stage Human African Trypanosomiasis in the Democratic Republic of the Congo","year":2017,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Seventh Framework Programme; Fonds de Recherche du Québec - Santé","keywords":"African trypanosomiasis; Medicine; Confidence interval; Trypanosomiasis; Stage (stratigraphy); Diagnostic accuracy; Diagnostic test; Cerebrospinal fluid; Internal medicine; Pediatrics; Gastroenterology; Pathology; Biology","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":[0.01571026,0.001446836,0.001379786,0.0006284736,0.0006318763,0.001280364,0.0009520688,0.00187759,0.0009669201],"category_scores_gemma":[0.01620936,0.0008660297,0.00134068,0.000516152,0.001275159,0.0009765378,0.0005804733,0.001820344,0.0003079045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172225,"about_ca_system_score_gemma":0.002377552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521865,"about_ca_topic_score_gemma":0.001287874,"domain_scores_codex":[0.9903781,0.006952792,0.0003655379,0.0008800132,0.0009348677,0.0004887029],"domain_scores_gemma":[0.9873939,0.005114457,0.003116532,0.001187034,0.001961922,0.001226215],"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":[0.7639985,0.05078083,0.1327283,0.0005634007,0.00260555,0.0001256089,0.0005889888,0.002231098,0.009692838,0.0003381575,0.001071822,0.03527484],"study_design_scores_gemma":[0.2379177,0.6303542,0.1179656,0.00009180085,0.001419395,0.0003037287,0.0001890508,0.005384189,0.004113415,0.0002442953,0.001925562,0.00009102723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882477,0.0007371549,0.002161869,0.0001501574,0.0001026023,0.007204084,0.0006362732,0.00003770267,0.0007224273],"genre_scores_gemma":[0.9887849,0.0002362728,0.003753315,0.0003243254,0.00007444651,0.005637846,0.0008811203,0.00001467227,0.0002929982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571026,"threshold_uncertainty_score":0.08308482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06337609664396181,"score_gpt":0.3884909834538981,"score_spread":0.3251148868099363,"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."}}