{"id":"W1694189029","doi":"10.1183/13993003/erj.38.suppl_55.393","title":"The 2011 update of the World Health Organization guidelines for the programmatic management of drug-resistant tuberculosis","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Tuberculosis; Intensive care medicine; Regimen; Health care; Family medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006845851,0.0001366405,0.0002770549,0.0000883511,0.0005578519,0.00002294997,0.0005726645,0.00001625555,0.0001344047],"category_scores_gemma":[0.0008557881,0.00005626676,0.0001930973,0.0003476358,0.0002595926,0.00004630521,0.0001630209,0.000292803,0.00002255042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005678724,"about_ca_system_score_gemma":0.0001455191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001779293,"about_ca_topic_score_gemma":0.00005435108,"domain_scores_codex":[0.9968545,0.001125854,0.001105771,0.0001513047,0.000393763,0.0003688303],"domain_scores_gemma":[0.9974654,0.0002493279,0.0006709726,0.0005963866,0.0008670517,0.0001508931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001256962,0.0004568648,0.04852059,0.0009802178,0.002032627,0.00004297716,0.001252807,0.00006381339,0.001661908,0.009738933,0.7757448,0.1582475],"study_design_scores_gemma":[0.001920956,0.0006731544,0.4833713,0.0007051311,0.000326794,0.00006924086,0.001467522,0.0001276528,0.002365787,0.0004252779,0.5083891,0.0001581071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5854502,0.06044761,0.00768201,0.309595,0.002862473,0.01103457,0.0000828175,0.0001726919,0.02267264],"genre_scores_gemma":[0.9547341,0.008578235,0.01153819,0.01906483,0.001251039,0.00006414754,0.00000941553,0.0002285529,0.004531501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348507,"threshold_uncertainty_score":0.4290602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060567282400219,"score_gpt":0.3606168418164932,"score_spread":0.2545601135764713,"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."}}