{"id":"W2193479685","doi":"10.1093/ofid/ofv098","title":"Acute Phase Reactants in Infections: Evidence-Based Review and a Guide for Clinicians","year":2015,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic; Fraser Health; University of British Columbia","funders":"","keywords":"Procalcitonin; Medicine; Intensive care medicine; Erythrocyte sedimentation rate; Antibiotics; MEDLINE; Antimicrobial stewardship; Medical prescription; Acute-phase protein; Antibiotic resistance; Immunology; Internal medicine; Inflammation; Sepsis; Microbiology; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006522642,0.0006758297,0.003818983,0.0003721108,0.0001552829,0.0001743128,0.0002593948,0.0002581774,0.0001786618],"category_scores_gemma":[0.002106369,0.000505671,0.0008112722,0.0006483565,0.00008733787,0.0003932241,0.0002051259,0.0002537972,0.00006967496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007232678,"about_ca_system_score_gemma":0.002257485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002503306,"about_ca_topic_score_gemma":0.0002790856,"domain_scores_codex":[0.9968113,0.0002493501,0.001290313,0.0008935925,0.000254591,0.000500827],"domain_scores_gemma":[0.9966177,0.001097332,0.0006589437,0.000827453,0.0002963331,0.0005021919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009096332,0.004642199,0.006105236,0.03316423,0.001100797,0.0001444749,0.000004252766,1.462144e-7,2.419074e-8,0.0000782369,0.101452,0.8532174],"study_design_scores_gemma":[0.004838956,0.002403584,0.00007984583,0.1480177,0.02357554,0.0001596734,0.000007267918,0.000002799507,2.516051e-7,0.000132371,0.8203809,0.0004010499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001746056,0.9823983,0.000007767216,0.001071616,0.0002220593,0.0134967,0.0009359655,0.00008894757,0.001761195],"genre_scores_gemma":[0.00009442179,0.9828628,0.00007174045,0.00421559,0.00008790128,0.01136047,0.0009185467,0.0001115701,0.0002770043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8528163,"threshold_uncertainty_score":0.9997395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2915701324916056,"score_gpt":0.5403842556201948,"score_spread":0.2488141231285892,"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."}}