{"id":"W1971681634","doi":"10.5588/pha.14.0053","title":"Poor symptomatic tuberculosis screening practices in a quarter of health centres in Amhara Region, Ethiopia","year":2014,"lang":"en","type":"article","venue":"Public Health Action","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Medicine; Tuberculosis; Family medicine; Public health; Quarter (Canadian coin); Tb treatment; Multidisciplinary approach; Pediatrics; Case finding; Human immunodeficiency virus (HIV); Nursing","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":[0.007627708,0.0001563512,0.0007731963,0.0008755667,0.00009106671,0.00002078163,0.0001068714,0.0001665925,0.00005584218],"category_scores_gemma":[0.007491553,0.0001375554,0.00007426933,0.0007831436,0.00006136834,0.0004490039,0.00003016824,0.0006786782,0.00001918251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006868269,"about_ca_system_score_gemma":0.0007472339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02731745,"about_ca_topic_score_gemma":0.004619151,"domain_scores_codex":[0.9940894,0.002862226,0.001223718,0.0004070903,0.0004069152,0.001010655],"domain_scores_gemma":[0.9971797,0.000891529,0.0009403107,0.0003434994,0.0001264572,0.0005184342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001996979,0.0005764224,0.7464823,0.002158953,0.00004562226,0.000003497466,0.001887843,0.00001870535,0.00007826291,0.001017656,0.0100235,0.2375076],"study_design_scores_gemma":[0.001755136,0.0008382128,0.9583913,0.0005601073,0.000005109649,0.00006377247,0.001491578,0.011369,0.00001509425,0.0001532722,0.02525064,0.000106785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5491681,0.0005093938,0.001489254,0.447599,0.0001112681,0.000675911,0.0000017271,0.00004908212,0.0003963403],"genre_scores_gemma":[0.985512,0.001271183,0.0009085999,0.01200175,0.0001313417,0.00008000683,0.00005143861,0.00001821009,0.00002552932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4363439,"threshold_uncertainty_score":0.9791597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1434981203201032,"score_gpt":0.4260043051063082,"score_spread":0.282506184786205,"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."}}