{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001680288,0.0002880126,0.0007656064,0.000968386,0.00003420288,0.00001869837,0.0004255738,0.0009543368,0.002001283],"category_scores_gemma":[0.0004853168,0.0001746237,0.0002135326,0.0008384769,0.0002134066,0.00002986023,0.00008511672,0.003287128,0.0005708569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749531,"about_ca_system_score_gemma":0.00007483255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727346,"about_ca_topic_score_gemma":0.001010014,"domain_scores_codex":[0.9968158,0.0008880549,0.0004687896,0.0004883252,0.0004602683,0.0008787509],"domain_scores_gemma":[0.9984127,0.0005585555,0.00006586395,0.0008433292,0.00004616831,0.00007334684],"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":[0.00006857047,0.00004097544,0.01824204,0.00006596563,0.00004070099,0.001241058,0.0002191481,2.57868e-7,0.00001956703,0.00001219331,0.9733576,0.006691971],"study_design_scores_gemma":[0.0005278497,0.0002848873,0.1137466,0.0001673981,0.00004683988,0.0001530245,0.00004113152,0.0000395823,0.00001147352,0.000273289,0.8845311,0.0001768208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02879048,0.000578,0.000001399879,0.924518,0.0001668848,0.000282656,0.00002447094,0.00002388178,0.04561424],"genre_scores_gemma":[0.04491721,0.0003658496,0.0001120106,0.941547,0.005528014,0.0001509037,0.0007729757,0.00004917398,0.006556872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09550458,"threshold_uncertainty_score":0.9990124,"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."}}