{"id":"W1984627128","doi":"10.1159/000135933","title":"Can Pleural Tuberculosis Be Diagnosed Using Interferon-Gamma Release Assays?","year":2008,"lang":"en","type":"letter","venue":"Respiration","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fogarty International Center","keywords":"Medicine; Tuberculosis; Interferon gamma; Interferon γ; Interferon gamma release assay; Immunology; Mycobacterium tuberculosis; Pleural fluid; Gamma interferon; Pathology; Internal medicine; Pleural effusion; Cytokine; Latent tuberculosis","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005045217,0.000519041,0.001017433,0.0006063381,0.0002175439,0.00005086986,0.0002281259,0.001432133,0.0003380606],"category_scores_gemma":[0.002405238,0.0004597352,0.0004208233,0.000328893,0.0002038788,0.0001578905,0.000107515,0.002804378,0.0001221694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785655,"about_ca_system_score_gemma":0.0005054713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682397,"about_ca_topic_score_gemma":0.0003948073,"domain_scores_codex":[0.9956537,0.00087246,0.0008509881,0.0008379705,0.0008061089,0.0009787072],"domain_scores_gemma":[0.9976522,0.0005904905,0.0002871538,0.0008518654,0.0003051582,0.0003131022],"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":[0.0002322745,0.00006209422,0.004725712,0.000258355,0.0002232193,0.00233682,0.0001177797,0.00004378173,0.002352374,0.000005940661,0.9867831,0.002858533],"study_design_scores_gemma":[0.001658352,0.001291271,0.00706397,0.0004667617,0.0003246196,0.0006813692,0.0000225958,0.005171449,0.001097195,0.00004004542,0.9815479,0.0006344905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.255808,0.0006400411,0.0001493492,0.7408749,0.0003818611,0.0009271934,0.0001130533,0.0001408355,0.0009647721],"genre_scores_gemma":[0.08097804,0.001058886,0.0004927813,0.9026702,0.009472023,0.0001526145,0.003325158,0.000173525,0.001676788],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.17483,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09418811709842527,"score_gpt":0.3455138786063969,"score_spread":0.2513257615079716,"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."}}