{"id":"W4393150435","doi":"10.1093/cid/ciae145","title":"Treatment of Multidrug-resistant or Rifampicin-resistant Tuberculosis With an All-oral 9-month Regimen Containing Linezolid or Ethionamide in South Africa: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; University College London; McGill University; World Health Organization","keywords":"Medicine; Ethionamide; Regimen; Linezolid; Cohort; Internal medicine; Retrospective cohort study; Cohort study; Relative risk; Surgery; Tuberculosis; Rifampicin; Rifabutin; Pediatrics; Confidence interval; Clarithromycin; Ethambutol; Vancomycin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721736,0.0003763009,0.0005059897,0.0009035876,0.0007526751,0.0008289752,0.0004929947,0.0004693604,0.001325829],"category_scores_gemma":[0.0035037,0.0006916816,0.0009988125,0.001490821,0.0004231085,0.0006116267,0.0007251968,0.0007517676,0.0002536671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008027293,"about_ca_system_score_gemma":0.001311362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00843924,"about_ca_topic_score_gemma":0.008322411,"domain_scores_codex":[0.9988046,0.0002755595,0.0001821728,0.0003460284,0.0002004916,0.0001911792],"domain_scores_gemma":[0.9969361,0.0003144529,0.00169394,0.0004115129,0.0002990695,0.0003450924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002434194,0.0000539214,0.9978098,0.0000412179,0.0001465507,0.000270493,0.0002024823,0.00002689284,0.0001639082,0.00002307216,0.000139293,0.000878979],"study_design_scores_gemma":[0.00008402982,0.0005933887,0.99389,0.0001025317,0.0002779289,0.002345024,0.001143736,0.0002610308,0.0001471144,0.00005626917,0.001077932,0.00002098177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985548,0.0005284963,0.0001579026,0.00004540835,0.000007955171,0.00005385884,0.0005036396,0.0000024054,0.0001455641],"genre_scores_gemma":[0.9986546,0.000450917,0.0002142081,0.00005165834,0.00001111048,0.00005444372,0.0004772447,0.000003014145,0.00008283724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00843924,"threshold_uncertainty_score":0.01678026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08484632419830511,"score_gpt":0.4236578970277293,"score_spread":0.3388115728294241,"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."}}