{"id":"W2166605098","doi":"10.1186/1753-6561-4-s3-i1","title":"Immunodiagnosis of tuberculosis: new questions, new tools conference 2008","year":2010,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Universiteit Stellenbosch; Imperial College London; McGill University; University of California, Irvine; World Health Organization; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation","keywords":"Tuberculosis; Medicine; Mycobacterium tuberculosis; Point-of-care testing; Asymptomatic; Human immunodeficiency virus (HIV); Tuberculosis diagnosis; Diagnostic test; Disease; Immunology; Data science; Intensive care medicine; Computer science; Pathology; Pediatrics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01269161,0.002439906,0.001052845,0.001760678,0.002236405,0.008926697,0.002186933,0.009809577,0.01600022],"category_scores_gemma":[0.01084918,0.0005705541,0.001453107,0.0007222239,0.002462044,0.005536538,0.003816899,0.01231262,0.006807845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360369,"about_ca_system_score_gemma":0.003889046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401382,"about_ca_topic_score_gemma":0.003203555,"domain_scores_codex":[0.9946682,0.00167585,0.000332648,0.000501347,0.002198366,0.000623627],"domain_scores_gemma":[0.9922081,0.001638485,0.000313738,0.0001614926,0.003255528,0.002422809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519279,0.0001193445,0.0001835162,0.0004072021,0.00002395314,0.0002047996,0.0003109999,0.0001519961,0.0009206371,0.004351333,0.9452068,0.04796761],"study_design_scores_gemma":[0.00002808187,0.0001255508,0.0003602051,0.0004478178,0.00001706897,0.0001839029,0.0004324171,0.0001480941,0.0005254085,0.002962393,0.9947386,0.00003024923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002531415,0.11594,0.00386567,0.4240047,0.4270091,0.0002591335,0.0001849297,0.0002064449,0.02599859],"genre_scores_gemma":[0.03201638,0.1283373,0.009633508,0.1662735,0.377563,0.000603754,0.0005295744,0.0002987807,0.2847442],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01600022,"threshold_uncertainty_score":0.06712043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0543562146275846,"score_gpt":0.3345271975161116,"score_spread":0.280170982888527,"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."}}