{"id":"W2855009822","doi":"10.1371/journal.pmed.1002591","title":"Treatment and outcomes in children with multidrug-resistant tuberculosis: A systematic review and individual patient data meta-analysis","year":2018,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Centers for Disease Control and Prevention; Fondazione Salvatore Maugeri; Otsuka Pharmaceutical; University of Cape Town; Otsuka Pharmaceutical Development and Commercialization; Indus Hospital; New York City Department of Health and Mental Hygiene; World Health Organization; National Institute for Health and Care Research; United States Agency for International Development","keywords":"Tuberculosis; Meta-analysis; Medicine; Systematic review; Extensively drug-resistant tuberculosis; MEDLINE; Multiple drug resistance; Intensive care medicine; Pediatrics; Mycobacterium tuberculosis; Internal medicine; Drug resistance; Pathology; Biology; Genetics","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001771495,0.001001283,0.02003804,0.001004127,0.00007607508,0.00001957434,0.0004265925,0.0002661583,0.0001574898],"category_scores_gemma":[0.003012681,0.0004155252,0.0006974723,0.001017551,0.0004553314,0.00009144803,0.0003925961,0.0004837573,0.00001834074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588842,"about_ca_system_score_gemma":0.0001798519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008399767,"about_ca_topic_score_gemma":0.0005244378,"domain_scores_codex":[0.9933127,0.001596014,0.002224343,0.001456241,0.0007816287,0.0006290685],"domain_scores_gemma":[0.9947288,0.001285657,0.0007981705,0.002464111,0.000125212,0.0005980749],"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":[0.00002053347,0.0003801395,0.003010457,0.437611,0.5552299,0.00006497068,0.0001257784,1.922161e-8,4.567949e-8,0.000003578111,0.0004859435,0.003067607],"study_design_scores_gemma":[0.0009839098,0.00173915,0.001090663,0.09535275,0.8954803,0.0003741153,0.00003915605,0.00001427472,5.361684e-8,0.000001251406,0.0046003,0.0003240323],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000226651,0.9871631,0.000001088209,0.002918278,0.000009939751,0.008705164,0.0009047439,0.00003437793,0.00003668564],"genre_scores_gemma":[0.0002024992,0.9935297,0.0002275651,0.001041267,0.00006499123,0.001763833,0.002998205,0.00006599264,0.0001059486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3422583,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137050245001939,"score_gpt":0.4103455847296881,"score_spread":0.1966405602294942,"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."}}