{"id":"W2901264512","doi":"10.1016/j.jctube.2018.11.001","title":"Results from a roving, active case finding initiative to improve tuberculosis detection among older people in rural cambodia using the Xpert MTB/RIF assay and chest X-ray","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Tuberculosis and Other Mycobacterial Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Unitaid; Global Affairs Canada","keywords":"Medicine; GeneXpert MTB/RIF; Tuberculosis; Case finding; Quarter (Canadian coin); Sputum; Descriptive statistics; Family medicine; Environmental health; Medical emergency; Pathology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001321115,0.0002364573,0.0001775011,0.0008657926,0.0004238944,0.0003373612,0.0002731771,0.0001811084,0.002885659],"category_scores_gemma":[0.00285348,0.000141736,0.0002516792,0.0007870942,0.0001292063,0.000228801,0.0006317373,0.00022894,0.0003729537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863785,"about_ca_system_score_gemma":0.0008513295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03188392,"about_ca_topic_score_gemma":0.05231296,"domain_scores_codex":[0.9993805,0.0001983583,0.00009318945,0.00006780743,0.0001677656,0.00009243585],"domain_scores_gemma":[0.9987221,0.0003002749,0.0003616509,0.00005391535,0.0003488742,0.0002131421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000217379,0.0001769607,0.9809436,0.0002424878,0.00003824717,0.0001800965,0.001010202,0.00009141576,0.0005981591,0.00003463843,0.003196292,0.01327057],"study_design_scores_gemma":[0.000009031698,0.0001125664,0.9983742,0.00002913597,0.0000127034,0.00004266034,0.000454696,0.0000497503,0.00007250218,0.000005821351,0.0008352728,0.000001691314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719577,0.0002841748,0.0001993696,0.0003738003,0.00001366904,0.0004446037,0.02160539,0.00002128727,0.005099937],"genre_scores_gemma":[0.9858293,0.0003134094,0.0006933879,0.0002668128,0.00002276062,0.0007425596,0.008327796,0.000005415229,0.003798507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03188392,"threshold_uncertainty_score":0.06339669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05281699053678536,"score_gpt":0.3820460210737429,"score_spread":0.3292290305369575,"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."}}