{"id":"W4361798717","doi":"10.1016/bs.acc.2023.03.003","title":"Advances in TB testing","year":2023,"lang":"en","type":"article","venue":"Advances in clinical chemistry","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Medicine; Asymptomatic; Pandemic; Diagnostic test; Mycobacterium tuberculosis; Active tuberculosis; Infectious agent; Intensive care medicine; Population; Disease; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Infectious disease (medical specialty); Virology; Environmental health; Pediatrics; Pathology; Geography","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":[0.01603357,0.001447376,0.001744278,0.003900747,0.0009538303,0.005834731,0.00266597,0.003273513,0.02449762],"category_scores_gemma":[0.03047898,0.0007620346,0.001615175,0.002817139,0.003326365,0.006306217,0.003603666,0.008706568,0.009622877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004263092,"about_ca_system_score_gemma":0.00817902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005176608,"about_ca_topic_score_gemma":0.004376989,"domain_scores_codex":[0.991829,0.002907993,0.0006371664,0.001396584,0.002594674,0.0006346351],"domain_scores_gemma":[0.964328,0.01843697,0.002160423,0.003091998,0.009193422,0.002789278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003010531,0.0003972634,0.006703652,0.003161804,0.0001418474,0.0003126361,0.0003148081,0.0009598211,0.005143595,0.04404293,0.09221155,0.846309],"study_design_scores_gemma":[0.00006611049,0.0003612101,0.006317473,0.002992096,0.0001561294,0.001676681,0.0003165103,0.001584622,0.004195895,0.03445229,0.947795,0.00008597897],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006699325,0.6846186,0.03695625,0.182377,0.0151404,0.0001689499,0.00138601,0.001076734,0.07157682],"genre_scores_gemma":[0.09885407,0.6977687,0.06085598,0.07411498,0.03664413,0.0002080555,0.001935065,0.0004101346,0.02920889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02449762,"threshold_uncertainty_score":0.08479464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198336520916504,"score_gpt":0.5128820055278462,"score_spread":0.3930483534361958,"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."}}