{"id":"W2344747465","doi":"10.1093/cid/ciw037","title":"Exposed, but Not Protected: More Is Needed to Prevent Drug-Resistant Tuberculosis in Healthcare Workers and Students","year":2016,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Tuberculosis; Medicine; Health care; Disease; Transmission (telecommunications); Infection control; Intensive care medicine; Family medicine; Environmental health; 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":[0.00421557,0.0003704318,0.0007741041,0.0008818707,0.003349055,0.004392645,0.000974912,0.006828025,0.009579412],"category_scores_gemma":[0.01372399,0.0003949194,0.000604345,0.0005624614,0.001856609,0.006326277,0.004222072,0.004990138,0.001745371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392922,"about_ca_system_score_gemma":0.007340627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009586924,"about_ca_topic_score_gemma":0.01474578,"domain_scores_codex":[0.9964856,0.001654366,0.0002398954,0.0002118244,0.0005801774,0.0008282568],"domain_scores_gemma":[0.9927375,0.00108048,0.0009955451,0.0002357199,0.0007206448,0.004230232],"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":[0.0005576218,0.002345089,0.2603156,0.002908493,0.0002065381,0.002081601,0.03443423,0.0001133178,0.003312055,0.004102453,0.1551739,0.534449],"study_design_scores_gemma":[0.0002505852,0.002520929,0.6097108,0.01012795,0.0004320283,0.004002205,0.1423721,0.0003887592,0.001476425,0.01181655,0.2166242,0.0002774704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1552455,0.02391307,0.0004358335,0.8100538,0.003323807,0.00007640335,0.0001417554,0.00007332909,0.006736434],"genre_scores_gemma":[0.7532111,0.03622331,0.001194798,0.1960591,0.006368964,0.0001554227,0.000183433,0.00004044607,0.006563402],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009586924,"threshold_uncertainty_score":0.03204638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939214140469668,"score_gpt":0.4194012320623602,"score_spread":0.3700090906576635,"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."}}