{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197628,0.0002314358,0.0003319909,0.001122126,0.0004113317,0.0006002786,0.0003933667,0.0002773476,0.0008628379],"category_scores_gemma":[0.002311512,0.0001972999,0.0003385543,0.0008443941,0.0003063853,0.0002962394,0.0008953784,0.000335495,0.0001631559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008523645,"about_ca_system_score_gemma":0.001569651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303935,"about_ca_topic_score_gemma":0.01359338,"domain_scores_codex":[0.9990705,0.000279663,0.0001860862,0.0001263319,0.0001182348,0.0002192517],"domain_scores_gemma":[0.9989854,0.0000780625,0.000558377,0.00005318914,0.0002155821,0.0001094203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005325403,0.00003067147,0.9858963,0.0001365737,0.00002357618,0.0002360762,0.0007583233,0.00009612291,0.0004035762,0.00008600852,0.0007305355,0.01154892],"study_design_scores_gemma":[0.000004946686,0.000053197,0.995494,0.0001738638,0.00001668324,0.0005370558,0.0009657638,0.0001744745,0.0002239633,0.00002709316,0.002324291,0.000004587498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911299,0.0028121,0.0003771885,0.0004319326,0.0000316711,0.0001226359,0.00219648,0.00001675964,0.002881362],"genre_scores_gemma":[0.9965835,0.0009792084,0.000472152,0.0001923238,0.00001732258,0.00007042385,0.001279827,0.000004172186,0.0004011121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303935,"threshold_uncertainty_score":0.02592689,"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."}}