{"id":"W2891690058","doi":"10.1016/s0140-6736(18)31644-1","title":"Treatment correlates of successful outcomes in pulmonary multidrug-resistant tuberculosis: an individual patient data meta-analysis","year":2018,"lang":"en","type":"review","venue":"The Lancet","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":639,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact; McGill University Health Centre; Sinai Health System; University of Toronto; University Health Network; West Park Healthcare Centre","funders":"European and Developing Countries Clinical Trials Partnership; National Institute of Allergy and Infectious Diseases; Medical Research Council; Centers for Disease Control and Prevention; Otsuka Pharmaceutical; European Respiratory Society; European Commission; American Thoracic Society; Fogarty International Center; Janssen Pharmaceuticals; Gilead Sciences; Insmed; Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Tuberculosis; Meta-analysis; Odds ratio; Cochrane Library; Observational study; MEDLINE; Extensively drug-resistant tuberculosis; Levofloxacin; Intensive care medicine; Mycobacterium tuberculosis; Antibiotics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001977207,0.0006408811,0.01090815,0.0005824338,0.00007549235,0.00002715776,0.001609922,0.0003474457,0.0003673852],"category_scores_gemma":[0.0007269387,0.0002835279,0.002024279,0.0009344675,0.0003152585,0.0001228908,0.0006188577,0.0005760905,0.0000651041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473882,"about_ca_system_score_gemma":0.0002379869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913053,"about_ca_topic_score_gemma":0.001707911,"domain_scores_codex":[0.9939382,0.00218049,0.001571219,0.0009631685,0.0006094368,0.0007374563],"domain_scores_gemma":[0.99291,0.001584098,0.0006591568,0.004528834,0.00009462833,0.0002233252],"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":[0.0005084267,0.002507686,0.04617288,0.005497901,0.7045817,0.0003208133,0.0005499337,0.00001858829,9.415871e-7,0.00006613327,0.003978871,0.2357961],"study_design_scores_gemma":[0.0007054864,0.000928743,0.01164641,0.0004522527,0.5955325,0.00005403196,0.0001309147,0.0004987966,0.000001351751,0.00003516539,0.3896335,0.0003807642],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00274948,0.9884344,0.000001254158,0.001455094,0.00006637509,0.00145928,0.005523312,0.00003358813,0.0002771878],"genre_scores_gemma":[0.007032437,0.9850721,0.0002760492,0.0002153001,0.0002377185,0.000375477,0.006613367,0.00005015824,0.0001274044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3856547,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2920274345887979,"score_gpt":0.4445488510849305,"score_spread":0.1525214164961327,"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."}}