{"id":"W3120729485","doi":"10.1186/s41182-020-00293-w","title":"High prevalence of pulmonary tuberculosis among female sex workers, men who have sex with men, and transgender women in Papua New Guinea","year":2021,"lang":"en","type":"article","venue":"Tropical Medicine and Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Centers for Disease Control and Prevention; University of New South Wales; Australian Government; World Health Organization; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"GeneXpert MTB/RIF; Medicine; Men who have sex with men; Tuberculosis; Transgender women; Female sex; Syphilis; Human immunodeficiency virus (HIV); Demography; Population; Sputum; Environmental health; Immunology; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501484,0.0002801084,0.0001980914,0.0009516512,0.001007236,0.0007228887,0.0005782033,0.0004973485,0.002304147],"category_scores_gemma":[0.0009965393,0.000284757,0.0002104364,0.0007411152,0.0006432281,0.0006281659,0.0007111846,0.0003672277,0.0002229329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458727,"about_ca_system_score_gemma":0.0006520945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995159,"about_ca_topic_score_gemma":0.03153664,"domain_scores_codex":[0.9997005,0.00007720872,0.00002976471,0.0000612728,0.00004827246,0.00008298753],"domain_scores_gemma":[0.9996285,0.00005904251,0.0001717515,0.0000163338,0.00003821499,0.00008608185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001980937,0.00004701162,0.9935255,0.00004498518,0.0000234511,0.0003773868,0.002199405,0.00001185088,0.0003393347,0.0000405644,0.0001602664,0.003210577],"study_design_scores_gemma":[0.000003150689,0.00006555258,0.9914415,0.00006925786,0.00001594058,0.0008045807,0.006976007,0.00004057622,0.00006978082,0.00004067245,0.000467963,0.000005101436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985544,0.0002483216,0.00003333623,0.0001582143,0.00001275585,0.00001864712,0.0001743683,0.000002403886,0.000797566],"genre_scores_gemma":[0.9993172,0.0001987337,0.0000692237,0.0001091751,0.00000792011,0.0000249549,0.00005952518,8.971181e-7,0.0002123684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995159,"threshold_uncertainty_score":0.03967088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732036962279985,"score_gpt":0.3469952848900588,"score_spread":0.299674915267259,"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."}}