{"id":"W4292850682","doi":"10.1093/ofid/ofac434","title":"Accuracy of C-reactive Protein and Procalcitonin for Diagnosing Bacterial Infections Among Subjects With Persistent Fever in the Tropics","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Vlaamse regering; European Commission","keywords":"Procalcitonin; Medicine; White blood cell; C-reactive protein; Internal medicine; Antibiotics; Gastroenterology; Acute-phase protein; Immunology; Sepsis; Inflammation; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001078465,0.0001349167,0.0002910877,0.0000743307,0.0003611551,0.00007991764,0.0001119484,0.00003578885,0.00007919181],"category_scores_gemma":[0.001124962,0.00008831586,0.00009269606,0.0002549746,0.0001333991,0.0001786771,0.0001611643,0.0001483804,3.572708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007094548,"about_ca_system_score_gemma":0.0001795643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005457303,"about_ca_topic_score_gemma":0.0004930522,"domain_scores_codex":[0.9990743,0.0001042407,0.0001962459,0.0002280234,0.0001702113,0.0002269322],"domain_scores_gemma":[0.9989096,0.0006412295,0.0001353083,0.0001640362,0.00007016073,0.00007969762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006380748,0.002366673,0.992825,0.0001323524,0.00007619129,0.00002322243,0.0004503238,0.00007712243,0.00007592046,0.001988654,0.0004819482,0.0008645215],"study_design_scores_gemma":[0.01030141,0.0108634,0.9596274,0.0003427483,0.0005296592,0.0001656754,0.009710448,0.0003260168,0.0006132974,0.002792419,0.004305259,0.0004222661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934889,0.0001424907,0.00009619221,0.0007723073,0.00004609372,0.004270807,0.00009409784,0.0000206119,0.001068513],"genre_scores_gemma":[0.9963233,0.00001247019,0.00004129768,0.0003414923,0.00001971026,0.003157226,0.00005961158,0.0000157926,0.00002910602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03319759,"threshold_uncertainty_score":0.3601416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564737404927822,"score_gpt":0.2786926703743839,"score_spread":0.2630452963251057,"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."}}