{"id":"W2127092022","doi":"10.3899/jrheum.100628","title":"Tuberculosis Screening Before Biologics — T-SPOT for All?","year":2011,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Rheumatology; Tuberculin; Tuberculosis; Latent tuberculosis; Chest radiograph; Clinical Practice; Family medicine; Surgery; Pathology; Mycobacterium tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002085797,0.0008259274,0.001329601,0.0008561347,0.002265968,0.001881762,0.001273079,0.02411015,0.00496256],"category_scores_gemma":[0.0167287,0.0005043338,0.001104901,0.0007202355,0.002018012,0.005085287,0.000927898,0.01846973,0.003956334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682756,"about_ca_system_score_gemma":0.001716231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826166,"about_ca_topic_score_gemma":0.005742183,"domain_scores_codex":[0.9976099,0.0006989826,0.0004190255,0.0002715475,0.0006589871,0.0003416573],"domain_scores_gemma":[0.9953009,0.002116268,0.0004185791,0.0001893196,0.0009468255,0.001028052],"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":[0.0002650593,0.0003583975,0.01192609,0.0004231567,0.00006173027,0.04123611,0.0005643263,0.0002347731,0.001562963,0.004330215,0.8684246,0.07061263],"study_design_scores_gemma":[0.0005047618,0.0008799627,0.01602146,0.003838246,0.0001291786,0.1330102,0.002898203,0.001540356,0.001320331,0.03251041,0.8071606,0.0001864513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002079684,0.004231703,0.0001987556,0.9800022,0.01059627,0.00001726477,0.00001950762,0.00003093274,0.002823733],"genre_scores_gemma":[0.0211041,0.006878857,0.0006232569,0.9188502,0.04840218,0.0000339063,0.00003511999,0.00002253036,0.004049799],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02411015,"threshold_uncertainty_score":0.01946485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06646175082125091,"score_gpt":0.3341279153608833,"score_spread":0.2676661645396324,"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."}}