{"id":"W2057995877","doi":"10.1371/journal.pmed.0040202","title":"Commercial Serological Antibody Detection Tests for the Diagnosis of Pulmonary Tuberculosis: A Systematic Review","year":2007,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University","funders":"UNICEF","keywords":"Tuberculosis; Medicine; Sputum; Serology; Point-of-care testing; Immunology; Tuberculosis diagnosis; Mycobacterium tuberculosis; Internal medicine; Antibody; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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_narrow"],"consensus_categories":[],"category_scores_codex":[0.005191638,0.0006735117,0.00858178,0.0004151654,0.0001576701,0.000004647631,0.0005475992,0.0006689386,0.000177701],"category_scores_gemma":[0.02721563,0.0003037846,0.001217709,0.0009316369,0.0005233698,0.00004132829,0.0001313972,0.001150242,0.00005236422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905905,"about_ca_system_score_gemma":0.0001637981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009813442,"about_ca_topic_score_gemma":0.00002399979,"domain_scores_codex":[0.9938169,0.001149508,0.002765453,0.0006408133,0.0008593536,0.0007680274],"domain_scores_gemma":[0.9822281,0.01469692,0.001060985,0.001176847,0.000466437,0.0003707373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006541836,0.0003008841,0.0001319341,0.8006766,0.001590864,0.00004873679,0.00001240816,2.662774e-8,0.000006968665,0.00001082656,0.003217169,0.1939382],"study_design_scores_gemma":[0.0004559162,0.001318343,0.0002331623,0.7783987,0.03199356,0.0007812314,0.00002117262,0.00007168345,0.000003729321,0.00001296736,0.1864779,0.0002316092],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000118538,0.9802127,0.0001572122,0.005480058,0.0002422102,0.0135361,0.00005388553,0.00007088355,0.0002350761],"genre_scores_gemma":[0.0002500664,0.9891096,0.00004142532,0.003635195,0.001155931,0.005279259,0.0003763748,0.00008315413,0.00006897325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1937066,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025156683093943,"score_gpt":0.469660206741049,"score_spread":0.2671445384316548,"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."}}