{"id":"W2017640907","doi":"10.3201/eid0807.010506","title":"High Risk for Tuberculosis in Hospital Physicians, Peru","year":2002,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Fogarty International Center; National Institutes of Health; Johns Hopkins University; United States Agency for International Development","keywords":"Medicine; Tuberculosis; Tuberculin; Incidence (geometry); Population; Pediatrics; Emergency medicine; Environmental health; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000200746,0.0005952564,0.001309594,0.0006745895,0.0002155535,0.00004357966,0.0002023546,0.0007013661,0.0005278381],"category_scores_gemma":[0.002106681,0.0005607058,0.0008672962,0.0004218514,0.0001758205,0.0001234222,0.00008240002,0.002000211,0.0001889471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004189392,"about_ca_system_score_gemma":0.0001005645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439637,"about_ca_topic_score_gemma":0.0001004905,"domain_scores_codex":[0.9963573,0.0003340581,0.0006233443,0.0009577672,0.0004574842,0.00127002],"domain_scores_gemma":[0.9978055,0.0008373967,0.0002636572,0.0006792003,0.0001867258,0.0002275298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004526887,0.0005160441,0.171632,0.0005848271,0.0005262456,0.0002598637,0.00006999479,0.00007077666,0.000002920774,0.00001139969,0.8164176,0.009863042],"study_design_scores_gemma":[0.002845225,0.001502672,0.1182521,0.0005227865,0.001101691,0.00002693812,0.00003464483,0.0005312834,0.000009447464,0.0008025074,0.8735656,0.0008050678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2023757,0.005159139,0.0001967856,0.7839062,0.00209577,0.002892106,0.001710009,0.0006141564,0.001050191],"genre_scores_gemma":[0.3456022,0.01085079,0.0004571234,0.6044534,0.02597185,0.003189757,0.005635344,0.0005471921,0.003292225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1794527,"threshold_uncertainty_score":0.9996845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063623008389251,"score_gpt":0.2804880938836367,"score_spread":0.2698518637997442,"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."}}