{"id":"W7117118353","doi":"10.1093/cid/ciaf709","title":"Diagnostic Performance of the Pluslife MiniDock MTB and Molbio MTB Ultima Assays to Detect Tuberculosis From Tongue and Sputum Swabs Among Outpatients and in Active Case Finding in Cameroon","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; Global Affairs Canada","keywords":"Sputum; Tuberculosis; Case finding; Active tuberculosis; Tongue; Mycobacterium tuberculosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003188799,0.001152809,0.0003073291,0.001073674,0.0003380275,0.0006905483,0.0006846015,0.0005560237,0.0007252396],"category_scores_gemma":[0.005140065,0.0004796791,0.0003604311,0.0006255851,0.0006897111,0.0005398204,0.0006555786,0.0005494389,0.0002095548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193649,"about_ca_system_score_gemma":0.0004303107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286357,"about_ca_topic_score_gemma":0.01398566,"domain_scores_codex":[0.9983221,0.0008260966,0.0001313004,0.0003157514,0.0002035924,0.0002011788],"domain_scores_gemma":[0.9981896,0.0005822484,0.0005278887,0.00008313217,0.0003856554,0.0002314673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007620976,0.00007304532,0.9906927,0.0000383929,0.00003665699,0.0001648952,0.0003553805,0.0002206274,0.002294803,0.00001952118,0.0001442794,0.005197691],"study_design_scores_gemma":[0.00008668321,0.001334258,0.9900839,0.00006359079,0.00007832214,0.001429745,0.0006679363,0.003595232,0.002264219,0.00004464181,0.0003300776,0.00002136062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991363,0.0003528775,0.0001389015,0.00003373565,0.000009790184,0.00001690412,0.0001439078,0.000004569859,0.0001631721],"genre_scores_gemma":[0.9994374,0.00008220605,0.000284915,0.00002078443,0.000004193506,0.00001203492,0.0001090003,8.177521e-7,0.00004874074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01286357,"threshold_uncertainty_score":0.02557743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407793342237758,"score_gpt":0.3618280149396809,"score_spread":0.3377500815173033,"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."}}