{"id":"W4224274883","doi":"10.2147/tcrm.s347748","title":"Tuberculosis Surveillance in Romania Among Vulnerable Risk Groups Between 2015 and 2017","year":2022,"lang":"en","type":"article","venue":"Therapeutics and Clinical Risk Management","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Tuberculosis; Population; Environmental health; Quarter (Canadian coin); European union; Outreach; Demography; 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":[0.006389421,0.0001840034,0.0006166614,0.000135931,0.0003497602,0.00002782505,0.0001595473,0.00009728243,0.0001167231],"category_scores_gemma":[0.000163268,0.0001553997,0.0001091723,0.0002006621,0.0002245238,0.00004561261,0.0004948304,0.001195782,0.00001249161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006043898,"about_ca_system_score_gemma":0.00001410888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358666,"about_ca_topic_score_gemma":0.0004640958,"domain_scores_codex":[0.9964904,0.001520961,0.000654137,0.0005448614,0.0003122328,0.0004774626],"domain_scores_gemma":[0.9979856,0.00112611,0.0001770766,0.0004338935,0.00002727812,0.0002500562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002212978,0.0002094007,0.932724,0.00003198473,0.0005835886,0.00003892403,0.00006475313,0.00001491348,0.000001354507,0.000501755,0.001887668,0.06372036],"study_design_scores_gemma":[0.002178935,0.0008581029,0.9464971,0.00001374851,0.0002709044,0.000004012051,0.0002891025,0.001789154,4.902304e-7,0.003739123,0.04419941,0.0001599239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989903,0.00324101,0.00006535191,0.003042327,0.0001027718,0.0005669948,0.00005759265,0.00003279728,0.002988179],"genre_scores_gemma":[0.926559,0.07168734,0.0002682274,0.0008508577,0.0001096185,0.00006049256,0.00003221398,0.00002105724,0.0004111787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06844633,"threshold_uncertainty_score":0.6337016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477995133807811,"score_gpt":0.3815537714127996,"score_spread":0.3337542580320185,"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."}}