{"id":"W2139726267","doi":"10.3899/jrheum.090233","title":"Prevention of Tuberculosis in Patients Taking Tumor Necrosis Factor-  Blockers","year":2009,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Latent tuberculosis; Tuberculin; Mycobacterium tuberculosis; Tumor necrosis factor alpha; Immunology; Disease; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007253399,0.0001524629,0.0008970462,0.0005421838,0.00003131379,0.000004859844,0.000148055,0.000102316,0.0006176046],"category_scores_gemma":[0.0008017635,0.0001207961,0.0002632646,0.0002182045,0.00006620328,0.0001128732,0.00003516694,0.0003721243,0.000005295656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902954,"about_ca_system_score_gemma":0.0001456402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001652616,"about_ca_topic_score_gemma":0.00005790958,"domain_scores_codex":[0.9973614,0.0002482949,0.001398361,0.0001634236,0.0003987447,0.0004297476],"domain_scores_gemma":[0.9983217,0.000156138,0.0008846807,0.0001777095,0.0002752686,0.000184498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007172275,0.0008194148,0.9824658,0.00006802727,0.0001850261,0.0000238064,0.0002259389,0.000009753284,0.0007829053,0.0001269459,0.008326822,0.006248344],"study_design_scores_gemma":[0.005219411,0.003711087,0.98646,0.0003836826,0.00006509497,0.0002737234,0.0001667898,0.00006738243,0.002184436,0.0004010204,0.0009715469,0.00009578266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893345,0.0001778786,0.00005824891,0.009916761,0.0001516464,0.000284771,0.00001210889,0.000004940945,0.00005915489],"genre_scores_gemma":[0.9967492,0.0003274568,0.002535154,0.0003299488,0.00001245785,0.000003970014,0.00001935874,0.000009089806,0.00001332765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009586813,"threshold_uncertainty_score":0.6762338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231273842705617,"score_gpt":0.3326405992478481,"score_spread":0.3103278608207919,"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."}}