{"id":"W2765469364","doi":"10.5588/ijtld.17.0468","title":"The devil we know: is the use of injectable agents for the treatment of MDR-TB justified?","year":2017,"lang":"en","type":"review","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Bedaquiline; Intensive care medicine; Context (archaeology); Tuberculosis; Adverse effect; Pharmacology; Pathology; Mycobacterium tuberculosis","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":[0.002961026,0.0005873725,0.002334735,0.00259237,0.0005454123,0.002407979,0.001219466,0.00284401,0.005246508],"category_scores_gemma":[0.01166062,0.0003497569,0.001026784,0.002837635,0.001450504,0.004594341,0.000977518,0.003184616,0.001200836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086607,"about_ca_system_score_gemma":0.004876982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216987,"about_ca_topic_score_gemma":0.004304482,"domain_scores_codex":[0.9982942,0.0006002833,0.0003279992,0.0001860802,0.0005183872,0.0000731436],"domain_scores_gemma":[0.993849,0.004297671,0.0008063248,0.0001133817,0.000777143,0.0001566048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009945154,0.00004363888,0.000553487,0.1121666,0.000524069,0.0003383039,0.0004548425,0.0001634759,0.0003854761,0.009146121,0.05087202,0.8252525],"study_design_scores_gemma":[0.00003100364,0.0000862255,0.001575479,0.1252165,0.0008015275,0.001809982,0.001015298,0.00007972769,0.0002260124,0.008601632,0.8605195,0.00003716227],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005581377,0.9960782,0.00004323732,0.003160463,0.0003069087,0.000002268323,0.00001327905,0.000001859129,0.000337957],"genre_scores_gemma":[0.0008749603,0.9969694,0.00009647819,0.001586803,0.0003174156,0.000003727941,0.00001671823,0.000001264331,0.0001333071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005246508,"threshold_uncertainty_score":0.01755136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.224067021767849,"score_gpt":0.4567098855532316,"score_spread":0.2326428637853827,"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."}}