{"id":"W2124468699","doi":"10.1128/cvi.00194-05","title":"Poor Performance of a Novel Serological Test for Diagnosis of Pulmonary Tuberculosis in Bangui, Central African Republic","year":2006,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serology; Sputum; Tuberculosis; Medicine; Mycobacterium tuberculosis; Pulmonary tuberculosis; Sputum culture; Internal medicine; Immunology; Pathology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002239411,0.00032117,0.0002377441,0.0006465385,0.0004140692,0.0007018941,0.000462351,0.0003662402,0.0004774145],"category_scores_gemma":[0.007579941,0.0002903169,0.0001107712,0.0005525166,0.00073111,0.000385051,0.0003576663,0.0003872197,0.0002184515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005713323,"about_ca_system_score_gemma":0.0006839712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0174668,"about_ca_topic_score_gemma":0.02090289,"domain_scores_codex":[0.9986098,0.0006371696,0.0001824791,0.0001345249,0.0002642286,0.0001717718],"domain_scores_gemma":[0.9962916,0.001530191,0.0009248701,0.0001813767,0.0006905056,0.0003814727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001677792,0.00007090762,0.9887502,0.00004633387,0.00002130891,0.000203478,0.0006622797,0.00007941716,0.003711149,0.00003086869,0.00007148372,0.006184847],"study_design_scores_gemma":[0.00001507562,0.0003938336,0.9954716,0.0000373916,0.00002371832,0.0006489253,0.0007706034,0.0008055721,0.001482346,0.00002142157,0.000320315,0.000009228251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992402,0.000208457,0.00006582477,0.00007433756,0.000005016304,0.000006579837,0.00003665475,0.000003629322,0.0003594215],"genre_scores_gemma":[0.9998245,0.00003451282,0.00007382578,0.00001954754,0.000001882342,0.000001595326,0.00001594541,6.599221e-7,0.00002767674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174668,"threshold_uncertainty_score":0.03473026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04869706961459538,"score_gpt":0.3502574058177141,"score_spread":0.3015603362031187,"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."}}