{"id":"W1527756626","doi":"10.2165/11585440-000000000-00000","title":"Drug-Resistant Tuberculosis","year":2011,"lang":"en","type":"article","venue":"Drugs","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Regimen; Tuberculosis; Adverse effect; Pharmacotherapy; Drug resistance; Intensive care medicine; Drug; Bedaquiline; Disease; Mycobacterium tuberculosis; Pharmacology; Surgery; Internal medicine; 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":[0.0009017676,0.0002437829,0.0004293188,0.001281443,0.0004106853,0.000934865,0.0003552774,0.0005123651,0.01018291],"category_scores_gemma":[0.004247258,0.0001144827,0.0002913331,0.001537362,0.0003910295,0.0004795685,0.0004444467,0.0009387696,0.002233466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016754,"about_ca_system_score_gemma":0.0005225425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733632,"about_ca_topic_score_gemma":0.002142731,"domain_scores_codex":[0.9985667,0.0006080813,0.0001794811,0.0001424619,0.000332627,0.0001707396],"domain_scores_gemma":[0.9969962,0.0006758244,0.001175163,0.0003452922,0.0003842866,0.0004232481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009049877,0.0007103303,0.4816826,0.002201019,0.0003419683,0.0051995,0.0006153423,0.0001912613,0.006584435,0.01267424,0.06528694,0.4236074],"study_design_scores_gemma":[0.0001430838,0.0009613713,0.4875596,0.00146606,0.0003888604,0.02617703,0.0007117636,0.0004816651,0.003671015,0.00350953,0.4748957,0.0000343362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4414896,0.1792164,0.005547964,0.02431862,0.003051902,0.0006849421,0.01663289,0.0004811924,0.3285765],"genre_scores_gemma":[0.9183688,0.04047389,0.002031336,0.008331546,0.001771408,0.0001244765,0.004730689,0.00005488941,0.02411308],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01018291,"threshold_uncertainty_score":0.03406525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738510757641515,"score_gpt":0.3044828613213748,"score_spread":0.2670977537449596,"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."}}