{"id":"W2145366229","doi":"10.1128/jcm.01627-13","title":"Impact of Blood Volume, Tube Shaking, and Incubation Time on Reproducibility of QuantiFERON-TB Gold In-Tube Assay","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Reproducibility; Internal medicine; Incubation; Tuberculosis; Incubation period; Gastroenterology; Whole blood; Latent tuberculosis; Mycobacterium tuberculosis; Immunology; Pathology; Chemistry; Chromatography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02560887,0.001079548,0.001044934,0.0007522979,0.0005822057,0.001581962,0.0009817564,0.001100845,0.0006976809],"category_scores_gemma":[0.04283456,0.0008481793,0.0007942452,0.0008275321,0.001343338,0.0005199141,0.0008804162,0.0007233222,0.0006030127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663991,"about_ca_system_score_gemma":0.0004874346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508179,"about_ca_topic_score_gemma":0.001274626,"domain_scores_codex":[0.9471749,0.03195493,0.003712346,0.005817981,0.01041168,0.0009281476],"domain_scores_gemma":[0.9415958,0.04267698,0.005135586,0.005977993,0.00390509,0.0007085758],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03872463,0.001385284,0.3508571,0.0006262118,0.001321926,0.0007087557,0.003262543,0.005726722,0.4886927,0.0003300606,0.001275973,0.1070882],"study_design_scores_gemma":[0.0005135939,0.02614993,0.5045354,0.0001713089,0.001774768,0.002895862,0.0008442904,0.02206136,0.4357165,0.0004955824,0.004563977,0.0002773822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971651,0.004834537,0.0202211,0.0003427496,0.000520915,0.0002707716,0.0003283653,0.000385823,0.001444798],"genre_scores_gemma":[0.9814927,0.0004930891,0.01562782,0.0003872545,0.0002372214,0.0002392144,0.0006404158,0.0001672306,0.0007150831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9743911,"threshold_uncertainty_score":0.1354343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06255648447287747,"score_gpt":0.4277628272385879,"score_spread":0.3652063427657104,"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."}}