{"id":"W2586828276","doi":"10.1111/tid.12675","title":"Diagnostic potential of interferon‐gamma release assay to detect latent tuberculosis infection in kidney transplant recipients","year":2017,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Latent tuberculosis; Interferon gamma release assay; Tuberculin; Chemoprophylaxis; Internal medicine; Tuberculosis; Kidney transplantation; Transplantation; Gold standard (test); Surgery; Mycobacterium tuberculosis; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0007437643,0.0003755853,0.0007327855,0.000575234,0.0002420955,0.00004429656,0.0002442233,0.0002115176,0.0002125189],"category_scores_gemma":[0.002573291,0.0003346536,0.0003985147,0.0002059307,0.000169858,0.0002125705,0.00004847674,0.0005264875,0.0001416123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257675,"about_ca_system_score_gemma":0.0002319074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723616,"about_ca_topic_score_gemma":0.001691247,"domain_scores_codex":[0.9969911,0.0003985024,0.0007396903,0.0006421005,0.0004464985,0.0007820862],"domain_scores_gemma":[0.9967926,0.0003514428,0.0001615832,0.0008470972,0.0001353867,0.00171185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004949683,0.0008292659,0.9802586,0.0006664828,0.0002458881,0.001140359,0.000170613,0.0006984298,0.006436142,0.0000298932,0.0004542418,0.004120436],"study_design_scores_gemma":[0.003589936,0.001169401,0.9888452,0.001897512,0.0005516368,0.0001467698,0.000002014137,0.001011684,0.002163946,0.000158559,0.0001417639,0.0003215222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930269,0.0001200273,0.001703917,0.002276819,0.0005549977,0.00121778,0.0005013881,0.0001053817,0.0004927766],"genre_scores_gemma":[0.9956266,0.002948107,0.00003575165,0.0006552792,0.0001596212,0.0002474338,0.0002235373,0.0000488601,0.00005485601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008586689,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177134116193063,"score_gpt":0.293406113147923,"score_spread":0.2756927015286167,"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."}}