{"id":"W2922403546","doi":"10.14740/cii.v4i1.77","title":"Diagnosis of Tuberculous Lymphadenitis Using Fine Needle Aspiration Cytology: A Comparison Between Cytomorphology and GeneXpert Mycobacterium Tuberculosis Resistant to Rifampicin (MTB/RIF) Test","year":2019,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; GeneXpert MTB/RIF; Mycobacterium tuberculosis; Cytology; Tuberculosis diagnosis; Fine-needle aspiration; Rifampicin; Tuberculous lymphadenitis; Population; Pathology; Radiology; Biopsy","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":[0.002337751,0.0002919403,0.0004133462,0.003427505,0.0002932202,0.0009085122,0.0004774596,0.0004838848,0.001343032],"category_scores_gemma":[0.00599998,0.0003085322,0.0003615323,0.001520188,0.0005944683,0.001007771,0.0005584602,0.0004377006,0.0003338575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798788,"about_ca_system_score_gemma":0.0002314784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006853871,"about_ca_topic_score_gemma":0.0009880216,"domain_scores_codex":[0.9983968,0.000490105,0.0002512572,0.0002177023,0.0005487664,0.00009533293],"domain_scores_gemma":[0.9953061,0.002247662,0.001117247,0.0001423308,0.0008090834,0.0003776858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004241407,0.00009277325,0.984527,0.0001519975,0.00007049247,0.001412309,0.0003175216,0.00007167498,0.002840596,0.00004480312,0.0001484518,0.009898243],"study_design_scores_gemma":[0.00002261009,0.001142573,0.9791275,0.0001342262,0.0001207262,0.01479156,0.001332267,0.0009387738,0.001426497,0.00008610373,0.0008599258,0.00001742768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906641,0.005988118,0.0008808211,0.000167597,0.00006095125,0.00006325995,0.0001911391,0.0000176683,0.001966279],"genre_scores_gemma":[0.9974185,0.001230526,0.0009261515,0.00003116403,0.00003629572,0.00001382682,0.0001407694,0.000002677533,0.0002001532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003427505,"threshold_uncertainty_score":0.01236337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08307836484736195,"score_gpt":0.3968975515618574,"score_spread":0.3138191867144954,"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."}}