{"id":"W2739327218","doi":"10.1093/cid/cix641","title":"Tuberculosis Case Finding With Combined Rapid Point-of-Care Assays (Xpert MTB/RIF and Determine TB LAM) in HIV-Positive Individuals Starting Antiretroviral Therapy in Mozambique","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Lipoarabinomannan; Tuberculosis; Internal medicine; Sputum; Point-of-care testing; GeneXpert MTB/RIF; Tuberculosis diagnosis; Human immunodeficiency virus (HIV); Immunology; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247589,0.0003082506,0.00123286,0.0003292822,0.0002516953,0.00007176207,0.0001579045,0.0002760329,0.00006937629],"category_scores_gemma":[0.006975144,0.0002379021,0.0002246483,0.0001890619,0.0008594409,0.0003068401,0.0001860662,0.0006828652,0.00000493598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086477,"about_ca_system_score_gemma":0.0001881267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104208,"about_ca_topic_score_gemma":0.001022408,"domain_scores_codex":[0.9966382,0.0008664184,0.001023373,0.0006293093,0.0002338118,0.0006089037],"domain_scores_gemma":[0.9958757,0.002497558,0.0004003912,0.0005941076,0.0001798823,0.0004523538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037696,0.0009232181,0.9676899,0.0001528305,0.0001951238,0.002109892,0.0003476782,0.000006701741,0.0001277776,0.00007178861,0.0001257623,0.02721161],"study_design_scores_gemma":[0.009429609,0.007384197,0.980451,0.0006395664,0.0001010769,0.0001431084,0.0004015221,0.0006000814,0.000334871,0.0002321091,0.00002382687,0.0002590644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957841,0.0009636474,0.00001560942,0.001534535,0.00008049575,0.0008992371,0.0001219773,0.00004973567,0.0005506773],"genre_scores_gemma":[0.9968951,0.001568901,0.00008449938,0.001101397,0.0001342448,0.00009266038,0.0000734174,0.00003899786,0.00001074142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02695255,"threshold_uncertainty_score":0.9701365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022343716894793,"score_gpt":0.3920376212182688,"score_spread":0.3418141840493208,"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."}}