{"id":"W2946167334","doi":"10.1093/cid/ciz438","title":"Risk Factors for Tuberculosis and Effect of Preventive Therapy Among Close Contacts of Persons With Infectious Tuberculosis","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Medicine; Tuberculosis; Contact tracing; Latent tuberculosis; Index case; Active tuberculosis; Pediatrics; Human immunodeficiency virus (HIV); Internal medicine; Disease; Infectious disease (medical specialty); Mycobacterium tuberculosis; Immunology; Coronavirus disease 2019 (COVID-19); Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009600605,0.0003608442,0.001702841,0.0002205351,0.00009724776,0.00001400348,0.00009650671,0.0002970948,0.0001147622],"category_scores_gemma":[0.005524968,0.0002316907,0.0007935169,0.0002762345,0.0007146238,0.0001527793,0.00006448875,0.0004147705,0.000006650906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005652848,"about_ca_system_score_gemma":0.0001288708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009225036,"about_ca_topic_score_gemma":0.0001329668,"domain_scores_codex":[0.9968323,0.0009867902,0.0008110949,0.0006273788,0.0002726589,0.0004697394],"domain_scores_gemma":[0.9881671,0.01001558,0.000480066,0.000498035,0.0002996165,0.0005396045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002167616,0.001144551,0.9883184,0.0005635272,0.002391476,0.000003314139,0.0001174932,0.00001802418,0.0002494812,0.0000355895,0.0004069995,0.004583493],"study_design_scores_gemma":[0.008575455,0.02313872,0.964568,0.0002340662,0.001211922,0.000006622007,0.0000817136,0.0001962477,0.001496714,0.0001481159,0.0001226657,0.0002198171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951719,0.0009259182,0.00003193245,0.00009158296,0.0001657929,0.002781019,0.0003169616,0.00008312127,0.0004317919],"genre_scores_gemma":[0.9968483,0.002532673,0.00001319511,0.0001282768,0.0001060877,0.0001881206,0.00007292695,0.00005126658,0.0000591252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237505,"threshold_uncertainty_score":0.9448071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980268538808012,"score_gpt":0.3574468727696709,"score_spread":0.3376441873815908,"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."}}