{"id":"W2799325003","doi":"10.1136/thoraxjnl-2018-211537","title":"Trends in tuberculosis in the UK","year":2018,"lang":"en","type":"letter","venue":"Thorax","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"World Health Organization","keywords":"Medicine; Tuberculosis; Demography; Incidence (geometry); Case fatality rate; Population; Mortality rate; Poverty; Urbanization; Pediatrics; Environmental health; Surgery; Economic growth","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":[0.0005404248,0.0002318751,0.0003761055,0.001750427,0.0007588226,0.00200206,0.0004368848,0.002313052,0.01714278],"category_scores_gemma":[0.006025758,0.0001494791,0.0002843268,0.002798334,0.0003618135,0.00191854,0.0009592464,0.001701753,0.004603765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003261119,"about_ca_system_score_gemma":0.001993844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05206921,"about_ca_topic_score_gemma":0.08735903,"domain_scores_codex":[0.9987049,0.0001812686,0.0003639274,0.00009352394,0.0004163255,0.0002400532],"domain_scores_gemma":[0.9973471,0.0002813856,0.0007035086,0.00008238198,0.0009939111,0.0005916621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002609053,0.0001240558,0.1315548,0.001380989,0.00005542101,0.007043696,0.003324539,0.0001325061,0.001454234,0.006342356,0.6762549,0.1720717],"study_design_scores_gemma":[0.00008516593,0.0001969105,0.2667967,0.003411548,0.00004184694,0.009670621,0.003863676,0.0003262173,0.0002018587,0.001433163,0.7138978,0.00007448706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09141497,0.1021479,0.0005105432,0.6501275,0.0218362,0.000146024,0.009325366,0.0002686792,0.1242228],"genre_scores_gemma":[0.5625012,0.1246004,0.001350974,0.2104691,0.02106343,0.000325714,0.005984636,0.0001663477,0.07353842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05206921,"threshold_uncertainty_score":0.1035323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05770295928046693,"score_gpt":0.3757622520065098,"score_spread":0.3180592927260429,"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."}}