{"id":"W2134916793","doi":"10.1086/596550","title":"Tuberculosis Transmission from Patients with Smear‐Negative Pulmonary Tuberculosis in Sub‐Saharan Africa","year":2009,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; U.S. Public Health Service; Wellcome Trust","keywords":"Medicine; Tuberculosis; Transmission (telecommunications); Sputum; Disease; Population; Seroprevalence; Demography; Environmental health; Immunology; Internal medicine; Pathology; Serology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091915,0.0004251881,0.0005291788,0.0009904277,0.0006079183,0.001170533,0.0005815457,0.001461552,0.002363673],"category_scores_gemma":[0.007208566,0.0002831441,0.0003066197,0.001301117,0.0005383483,0.001040819,0.0005024984,0.001632523,0.0005373402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541688,"about_ca_system_score_gemma":0.0005121751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062028,"about_ca_topic_score_gemma":0.002245034,"domain_scores_codex":[0.9990098,0.000484995,0.0001383284,0.00009295326,0.0001498026,0.0001239189],"domain_scores_gemma":[0.9977812,0.0008007276,0.0007419884,0.00006661199,0.0003160646,0.0002934933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004951013,0.000207752,0.7700554,0.001936244,0.0003890728,0.01887347,0.003978668,0.000121735,0.0007473728,0.0004774996,0.11943,0.08328765],"study_design_scores_gemma":[0.0001653033,0.0007456784,0.7949672,0.005180049,0.0006504201,0.08072173,0.007766969,0.0006420164,0.0004973235,0.001215103,0.1073231,0.0001251036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308635,0.1783894,0.0008158574,0.1644083,0.01340997,0.0001978188,0.002299816,0.0001239946,0.009491242],"genre_scores_gemma":[0.8785055,0.07758822,0.0005059131,0.02527631,0.01656118,0.00008004162,0.0004593211,0.00003566074,0.000987862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062028,"threshold_uncertainty_score":0.007907331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074290992045413,"score_gpt":0.3275475106283131,"score_spread":0.2968046007078589,"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."}}