{"id":"W4403720508","doi":"10.1371/journal.pgph.0003725","title":"The accuracy of point-of-care C-Reactive Protein as a screening test for tuberculosis in children","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Global Affairs Canada","keywords":"Medicine; Tuberculosis; Hiv test; Sputum; Human immunodeficiency virus (HIV); Point-of-care testing; Pediatrics; Cross-sectional study; Internal medicine; C-reactive protein; Immunology; Population; Health services; Pathology; Environmental health","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":[0.003885338,0.0005798538,0.000499646,0.001263391,0.0003006132,0.001247223,0.0006731116,0.0006741064,0.0003909831],"category_scores_gemma":[0.01233372,0.0004301676,0.000444187,0.0008322634,0.0006647269,0.0006542528,0.000672697,0.0006935371,0.000240753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007729554,"about_ca_system_score_gemma":0.0004663822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461851,"about_ca_topic_score_gemma":0.01473871,"domain_scores_codex":[0.9960434,0.001462543,0.0005405061,0.0006713909,0.0009311414,0.0003510124],"domain_scores_gemma":[0.9946781,0.001549763,0.002321135,0.0003245747,0.0009117382,0.0002146798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008320725,0.00001497131,0.9972891,0.00002464547,0.00001979537,0.00004119407,0.00009015134,0.00008005482,0.0003062605,0.00001064708,0.00003980056,0.0020003],"study_design_scores_gemma":[0.000006020671,0.0002652279,0.9976696,0.00004112044,0.0000343389,0.0003766045,0.0001489658,0.0006933981,0.0005611139,0.00001025415,0.0001878745,0.000005380142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974529,0.001439277,0.0002420589,0.00005301884,0.00001538208,0.00001680795,0.0002582268,0.000009466528,0.0005129584],"genre_scores_gemma":[0.9988838,0.0003212205,0.0004700203,0.00002191533,0.000008582216,0.000008156301,0.0002122597,0.00000153607,0.00007249837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461851,"threshold_uncertainty_score":0.02906686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578826754077085,"score_gpt":0.3830928653778125,"score_spread":0.3373045978370416,"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."}}