{"id":"W2073692570","doi":"10.1086/644497","title":"Nucleic Acid Amplification Testing for the Diagnosis of Tuberculosis: Not for All","year":2009,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Mary's Hospital Centre","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Nucleic acid; Tuberculosis; Nucleic Acid Amplification Tests; Virology; Microbiology; Pathology; Genetics; Biology","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":[0.00366405,0.000799333,0.001402291,0.0007367128,0.002454348,0.00200493,0.001738572,0.03842411,0.004006805],"category_scores_gemma":[0.02649185,0.0007869551,0.001272093,0.0006682768,0.002369643,0.003848217,0.001062657,0.03016927,0.004283884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372257,"about_ca_system_score_gemma":0.003162578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007254871,"about_ca_topic_score_gemma":0.01119834,"domain_scores_codex":[0.9945298,0.002237234,0.0009444297,0.0005013114,0.001325256,0.0004620496],"domain_scores_gemma":[0.988184,0.006810153,0.0008091342,0.0003533445,0.002220416,0.001622961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002054769,0.0001179804,0.008345676,0.0001548326,0.00005602468,0.01462297,0.0003540881,0.0001662731,0.0011308,0.003406508,0.9435671,0.02787225],"study_design_scores_gemma":[0.0005004915,0.0005068203,0.01425186,0.002059337,0.0002025011,0.06125732,0.002000563,0.003121498,0.001758224,0.02074522,0.8933904,0.0002056596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001240423,0.001376514,0.0002563305,0.9854445,0.008272601,0.00001071921,0.00003643568,0.00002238995,0.00334004],"genre_scores_gemma":[0.01751197,0.002685622,0.001113661,0.9411718,0.03272971,0.00002925579,0.00005021267,0.00002767079,0.004679988],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03842411,"threshold_uncertainty_score":0.02446753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613282820012708,"score_gpt":0.4386673481791868,"score_spread":0.277339066177916,"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."}}