{"id":"W2037039387","doi":"10.1371/journal.pone.0043014","title":"TB Screening in Canadian Health Care Workers Using Interferon-Gamma Release Assays","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Heart Institute; McGill University","funders":"Canadian Institutes of Health Research; McGill University Health Centre","keywords":"Medicine; Tuberculin; Tuberculosis; Population; Vaccination; QuantiFERON; Health care; Cross-sectional study; Incidence (geometry); Interferon gamma release assay; Cohort study; Internal medicine; Environmental health; Immunology; Latent tuberculosis; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001027987,0.000414873,0.0003027332,0.001269401,0.001853604,0.0006690481,0.000960611,0.0003944675,0.001847567],"category_scores_gemma":[0.002884376,0.0003239831,0.0002535259,0.001875261,0.0005163577,0.0001805291,0.0005064829,0.0003915314,0.0001981723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356027,"about_ca_system_score_gemma":0.01433611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845756,"about_ca_topic_score_gemma":0.9851605,"domain_scores_codex":[0.9987614,0.00008980706,0.00005721063,0.0001789694,0.0006125594,0.000299953],"domain_scores_gemma":[0.9986877,0.0001225354,0.0002413817,0.00004726526,0.0006827335,0.0002183169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008761321,0.00004172367,0.9870782,0.00008038115,0.00002293733,0.0002371534,0.0005440723,0.00009316617,0.0007425871,0.00003960925,0.001193854,0.009838741],"study_design_scores_gemma":[0.0000125457,0.00005052494,0.9977795,0.00004043252,0.00002035888,0.0001873089,0.0004715876,0.0002525449,0.000192324,0.00001361878,0.0009710192,0.000008008331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924706,0.001216636,0.0001656469,0.0004123381,0.00001391219,0.00007969812,0.001848917,0.0000225435,0.003769586],"genre_scores_gemma":[0.9977011,0.0005533601,0.0003721907,0.0001713698,0.000006513742,0.00002340281,0.0006380738,0.000002639159,0.0005314618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542437,"threshold_uncertainty_score":0.09838712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484376507689451,"score_gpt":0.3607565921039325,"score_spread":0.2123189413349875,"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."}}