{"id":"W6976399414","doi":"10.60692/55qdx-r5d32","title":"The Sensitivity and Specificity of Loop-Mediated Isothermal Amplification (LAMP) Assay for Tuberculosis Diagnosis in Adults with Chronic Cough in Malawi","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Loop-mediated isothermal amplification; Point-of-care testing; Fluorescence; Point of care; Diagnostic accuracy; Human immunodeficiency virus (HIV); Chronic cough","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003414474,0.0003942047,0.0003408449,0.0007500548,0.0002969794,0.0007907923,0.0005127672,0.0006898025,0.0009728349],"category_scores_gemma":[0.01134807,0.0005431977,0.0006917679,0.000610817,0.0007303454,0.0008712735,0.0006152557,0.0006442754,0.0002023749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220445,"about_ca_system_score_gemma":0.0005244561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01655283,"about_ca_topic_score_gemma":0.02062886,"domain_scores_codex":[0.997211,0.001267463,0.0003664801,0.0002916516,0.0005949768,0.00026834],"domain_scores_gemma":[0.9939734,0.00316608,0.001806609,0.0001390291,0.0007610631,0.0001537738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923724,0.00003730006,0.9881663,0.0001614591,0.000121279,0.0001706115,0.0003771884,0.0002136628,0.001249534,0.00004002586,0.0002080531,0.00896217],"study_design_scores_gemma":[0.00001446413,0.0002783816,0.9955602,0.0001036728,0.0001280682,0.0009091051,0.0003228326,0.001491732,0.0007444715,0.00003770523,0.0003985735,0.00001085042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934642,0.004532291,0.0005759195,0.0002972343,0.00001444592,0.00002735517,0.0003182109,0.000009532248,0.0007608415],"genre_scores_gemma":[0.9989002,0.0005606729,0.0002875925,0.0000348467,0.000006434647,0.000008119036,0.0001095537,0.000001123776,0.00009149487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01655283,"threshold_uncertainty_score":0.03291297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298004381429409,"score_gpt":0.192150890540939,"score_spread":0.169170846726645,"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."}}