{"id":"W2157429822","doi":"10.1016/s2213-2600(15)00095-8","title":"Xpert MTB/RIF assay for the diagnosis of pulmonary tuberculosis in children: a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Sputum; Tuberculosis; Pulmonary tuberculosis; Mycobacterium tuberculosis; Internal medicine; Meta-analysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009510651,0.003010601,0.0221023,0.005954283,0.0006091145,0.002811563,0.002326111,0.002469524,0.002414145],"category_scores_gemma":[0.02513441,0.001962322,0.03663271,0.005747908,0.0008080459,0.002281392,0.001897241,0.002351209,0.0002843156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355028,"about_ca_system_score_gemma":0.003039931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007685698,"about_ca_topic_score_gemma":0.02020722,"domain_scores_codex":[0.9923057,0.002632275,0.002892534,0.0009157755,0.0009801992,0.000273659],"domain_scores_gemma":[0.9859844,0.01026264,0.002157493,0.0004289614,0.0009970812,0.0001693134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002708634,0.00004412868,0.004665307,0.3649843,0.6095622,0.0001515623,0.00009210917,0.000385719,0.0003519945,0.00007900514,0.0005170581,0.01645808],"study_design_scores_gemma":[0.000557724,0.0001968883,0.003010691,0.01412101,0.9806999,0.0001197532,0.00004681457,0.0001166978,0.0001099071,0.00007984819,0.0009131799,0.00002754208],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003477754,0.9956502,0.0003034968,0.00006850342,0.0001095892,0.0001134387,0.0001719624,0.00001232619,0.00009272932],"genre_scores_gemma":[0.1143156,0.8814256,0.002165567,0.0007377016,0.0002438647,0.0003777236,0.0004391457,0.00002227679,0.0002725295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0221023,"threshold_uncertainty_score":0.05029774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2697853643526,"score_gpt":0.4535177323718011,"score_spread":0.1837323680192011,"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."}}