{"id":"W4317777104","doi":"10.1093/cid/ciad030","title":"Assessing the Diagnostic Performance of New Commercial Interferon-γ Release Assays for<i>Mycobacterium tuberculosis</i>Infection: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"World Health Organization; United States Agency for International Development","keywords":"Medicine; Tuberculosis; Internal medicine; Mycobacterium tuberculosis; Confidence interval; Meta-analysis; Systematic review; Cohort study; Immunology; MEDLINE; 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":[0.02721414,0.003525876,0.02484798,0.009825727,0.0006422358,0.004260839,0.003223618,0.002913617,0.002195456],"category_scores_gemma":[0.06624079,0.002070294,0.04052548,0.008534694,0.001152197,0.002559953,0.001742586,0.001952592,0.0002581004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003578699,"about_ca_system_score_gemma":0.004210153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006118196,"about_ca_topic_score_gemma":0.01112514,"domain_scores_codex":[0.9794894,0.009940979,0.00604557,0.002032878,0.002094508,0.0003966254],"domain_scores_gemma":[0.9338871,0.05172702,0.009384589,0.001037145,0.003483976,0.0004801197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002187173,0.00003240802,0.004724579,0.398992,0.5803343,0.0001232533,0.00008295315,0.0004904789,0.0002005427,0.00007954234,0.0003112636,0.01244143],"study_design_scores_gemma":[0.0006284344,0.0002447027,0.002575743,0.0271143,0.9681278,0.0001090347,0.00003737423,0.0001650443,0.0001380897,0.00009236899,0.0007443773,0.00002264938],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004767478,0.9939469,0.000436594,0.0001508295,0.00009505186,0.0002176643,0.0002242317,0.00001632644,0.0001448838],"genre_scores_gemma":[0.160106,0.8340284,0.00297001,0.0007254332,0.0002801615,0.001105927,0.000587901,0.00002918682,0.0001670955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02721414,"threshold_uncertainty_score":0.1439238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2533287186296044,"score_gpt":0.5036615068747406,"score_spread":0.2503327882451362,"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."}}