{"id":"W2115972302","doi":"10.1128/cvi.05205-11","title":"Systematic Review and Meta-Analysis of Antigen Detection Tests for the Diagnosis of Tuberculosis","year":2011,"lang":"en","type":"review","venue":"Clinical and Vaccine Immunology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University","funders":"Canadian Institutes of Health Research; McGill University; UNICEF; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Lipoarabinomannan; Medicine; Tuberculosis; Antigen; Confidence interval; Tuberculous meningitis; Mycobacterium tuberculosis; Meta-analysis; Internal medicine; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003741859,0.0003602679,0.0156682,0.0003492446,0.00006011585,0.000003467446,0.0002522832,0.0004946613,0.0001567628],"category_scores_gemma":[0.01148057,0.0001641071,0.004088697,0.0006394636,0.0002928776,0.00002650569,0.0001923403,0.0004996224,0.000004268179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036085,"about_ca_system_score_gemma":0.00006311377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001600524,"about_ca_topic_score_gemma":0.00007047951,"domain_scores_codex":[0.994382,0.00149455,0.003233826,0.000515401,0.00008453338,0.0002896949],"domain_scores_gemma":[0.9834286,0.01388813,0.001338064,0.0009194738,0.0003170368,0.0001087081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004746059,0.0001570729,0.0006134723,0.4997411,0.4393615,9.988655e-7,0.000006393526,1.268612e-8,3.952064e-7,0.00005196253,0.0002337168,0.05978589],"study_design_scores_gemma":[0.0002954216,0.0009855101,0.004054614,0.009962285,0.9509153,0.0000613972,0.000005768495,0.000007612536,0.000001720593,0.00002896481,0.03355063,0.0001307891],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001212419,0.9950135,0.00003479803,0.001133522,0.00005206823,0.003515674,0.0001094632,0.00001012613,0.000009640669],"genre_scores_gemma":[0.0003721379,0.9974766,0.0000615511,0.0004268787,0.00003106825,0.001490561,0.000046696,0.00002408079,0.00007038767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5115538,"threshold_uncertainty_score":0.9989452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2793667870713121,"score_gpt":0.4895617709872691,"score_spread":0.210194983915957,"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."}}