{"id":"W4224230359","doi":"10.1111/hdi.13010","title":"Diagnosis of tuberculosis in dialysis and kidney transplant patients","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Dialysis; Hemodialysis; Sputum; Kidney disease; Internal medicine; Surgery; Retrospective cohort study; Lymph node; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007298827,0.0002123603,0.0003450043,0.001299912,0.0007499669,0.0006661735,0.0004017611,0.0005915409,0.002064074],"category_scores_gemma":[0.002982029,0.0002449959,0.0002447188,0.001182601,0.0004644466,0.0006566572,0.0005731098,0.000535993,0.0002883949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278796,"about_ca_system_score_gemma":0.0004467734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533274,"about_ca_topic_score_gemma":0.001780701,"domain_scores_codex":[0.99923,0.0001798266,0.000158198,0.0001247141,0.0001648561,0.0001424049],"domain_scores_gemma":[0.9973111,0.0005477544,0.001547226,0.00005481913,0.0001555747,0.0003834447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001696508,0.000007647212,0.9983283,0.000007650779,0.000002789281,0.001030828,0.00004857414,0.000008804548,0.00006552461,0.000004669777,0.00004140471,0.0004368645],"study_design_scores_gemma":[0.000004275136,0.00008193409,0.9787235,0.00002679777,0.00001002902,0.02017937,0.0004804113,0.00009992898,0.0001157049,0.00003074516,0.0002422035,0.000005054675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982411,0.0007330392,0.00007529176,0.0001083152,0.000009826928,0.00001167058,0.0001976737,0.000003684803,0.0006193707],"genre_scores_gemma":[0.9992896,0.0002926972,0.0001002973,0.00005744103,0.00002375137,0.000006904914,0.0001747913,0.000001137626,0.00005341445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064074,"threshold_uncertainty_score":0.006905019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040117010206241,"score_gpt":0.2483812451676057,"score_spread":0.2379800750655433,"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."}}