{"id":"W4220752428","doi":"10.1080/24745332.2022.2039499","title":"Chapter 8: Drug-resistant tuberculosis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nunavik Regional Board of Health and Social Services; McGill University; McGill University Health Centre; University of Alberta; University of Manitoba; West Park Healthcare Centre; University of Toronto; University Health Network; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Tuberculosis; Drug; Medicine; Drug resistant tuberculosis; Virology; Pharmacology; Mycobacterium tuberculosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134876,0.001031823,0.0009822826,0.002728272,0.0008095209,0.001881499,0.00144792,0.002792117,0.03642546],"category_scores_gemma":[0.004160831,0.0005110959,0.001015316,0.001358914,0.0009274331,0.00184103,0.002718245,0.003479914,0.01319328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393406,"about_ca_system_score_gemma":0.002279323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321383,"about_ca_topic_score_gemma":0.005225725,"domain_scores_codex":[0.9985641,0.0003166298,0.0001493172,0.0001779016,0.0006347624,0.0001574675],"domain_scores_gemma":[0.9982417,0.0007287157,0.0001630527,0.0001139217,0.0005196726,0.000233036],"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":[0.00005021993,0.0001916663,0.0006339153,0.003388306,0.00003794547,0.0003440266,0.0004489212,0.0007387032,0.001226362,0.01347643,0.5844904,0.3949731],"study_design_scores_gemma":[0.000009047694,0.00008399567,0.001377759,0.003393998,0.00002104071,0.0008381223,0.0001548637,0.0001628946,0.0003008058,0.00685287,0.9867876,0.00001707084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003189915,0.5664761,0.01353661,0.07759619,0.07047676,0.0007493735,0.001406314,0.0004964524,0.2660723],"genre_scores_gemma":[0.01542886,0.5143588,0.008382982,0.03541203,0.06678452,0.0004908099,0.002082004,0.0003525367,0.3567074],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03642546,"threshold_uncertainty_score":0.1218553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583292198359289,"score_gpt":0.3256728534606469,"score_spread":0.2898399314770541,"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."}}