{"id":"W2117671436","doi":"10.1097/inf.0b013e31820b583d","title":"Drug-resistant Tuberculosis","year":2011,"lang":"en","type":"review","venue":"The Pediatric Infectious Disease Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Tuberculosis; Medicine; Drug; Mycobacterium tuberculosis; Drug resistant tuberculosis; Intensive care medicine; Drug resistance; Adverse effect; Extensively drug-resistant tuberculosis; Pharmacotherapy; Pharmacology; Internal medicine; Microbiology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001989549,0.0006958715,0.002245733,0.000846912,0.0006808401,0.00009771061,0.000535451,0.0003116021,0.001525604],"category_scores_gemma":[0.002160088,0.0003685127,0.00246747,0.0008790356,0.0001776433,0.000103734,0.0002169619,0.002984289,0.00134902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005357297,"about_ca_system_score_gemma":0.002361601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008351376,"about_ca_topic_score_gemma":0.000008686588,"domain_scores_codex":[0.9949571,0.001534743,0.001320244,0.000489744,0.0005865383,0.001111621],"domain_scores_gemma":[0.995227,0.00101329,0.0007591527,0.0009150292,0.0002980038,0.001787529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005441281,0.001308956,0.0216875,0.02827173,0.003552462,0.00186,0.0001534295,0.000002961328,1.132338e-7,0.0004952318,0.29484,0.6472836],"study_design_scores_gemma":[0.000547101,0.0002124479,0.001793792,0.001245367,0.01366138,0.005105719,0.000009325706,0.000003796838,1.432289e-8,0.0007714926,0.976235,0.000414607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006305193,0.9916853,0.00001302117,0.0005357376,0.0008873732,0.001061969,0.00007514907,0.0001127109,0.004998163],"genre_scores_gemma":[0.0003364824,0.9903743,0.00002097654,0.0004793998,0.007505722,0.0001578265,0.00003554585,0.0001284968,0.0009612071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.681395,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405843298479828,"score_gpt":0.3443698189996449,"score_spread":0.303785489151662,"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."}}