{"id":"W4387369704","doi":"10.1016/j.micinf.2023.105238","title":"Interleukin-6 and -27 as potential novel biomarkers for human pleural tuberculosis regardless of the immunological status","year":2023,"lang":"en","type":"article","venue":"Microbes and Infection","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação Oswaldo Cruz; Institute of Coding","keywords":"Tuberculosis; Immunology; Ex vivo; Pleural effusion; Multiplex; Interleukin; Medicine; In vivo; Biology; Cytokine; Pathology; Internal medicine; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005491052,0.00007975878,0.0001266035,0.00005743862,0.000128492,0.00001552482,0.00002063808,0.0000537452,0.0000201457],"category_scores_gemma":[0.00002717005,0.00004926386,0.00008677182,0.0001114697,0.0001154697,0.0000498367,0.0000611157,0.00005412213,0.00000175191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000152671,"about_ca_system_score_gemma":0.00001145255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014864,"about_ca_topic_score_gemma":0.00003683104,"domain_scores_codex":[0.9995443,0.00001623345,0.0001257564,0.0001334819,0.00004696837,0.0001332943],"domain_scores_gemma":[0.9997863,0.0000224933,0.00004124642,0.00007239771,0.00003710995,0.00004051232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002918804,0.00009542788,0.09232455,0.0001540017,0.0001002427,0.000001921955,0.00007151017,0.000001817343,0.8980952,0.0001074392,0.0007956021,0.007960431],"study_design_scores_gemma":[0.001074955,0.0004816446,0.9712421,0.00009585223,0.0001317609,0.0001114001,0.0001457282,0.0001572785,0.02099669,0.0002190082,0.005264079,0.00007945378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985138,0.0003875481,0.00001450399,0.0004743825,0.0001719953,0.0002329007,0.00005814273,0.00003240776,0.0001143352],"genre_scores_gemma":[0.9988701,0.0004617605,0.00001502967,0.00007952513,0.00004511213,0.00000978334,0.00006960694,0.000006593984,0.0004424824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8789176,"threshold_uncertainty_score":0.2008922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760721844448421,"score_gpt":0.2712517555392288,"score_spread":0.2536445370947445,"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."}}