{"id":"W3001589923","doi":"10.3399/bjgpopen20x101006","title":"The feasibility of measuring calprotectin from a throat swab as a marker of infections caused by group A streptococcus: a case–control feasibility study","year":2020,"lang":"en","type":"article","venue":"BJGP Open","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research; Cardiff University; United Kingdom Clinical Research Collaboration","keywords":"Sore throat; Medicine; Throat; Calprotectin; Pharyngitis; Internal medicine; Streptococcus; Throat culture; Antibiotics; Surgery; Microbiology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02163994,0.001343196,0.0008336743,0.001172686,0.00155214,0.001189029,0.001162214,0.001878553,0.001711294],"category_scores_gemma":[0.03836842,0.001496935,0.001079754,0.0004441699,0.002391229,0.001143392,0.00107838,0.0008900354,0.0004341355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008585733,"about_ca_system_score_gemma":0.001039852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345733,"about_ca_topic_score_gemma":0.001651649,"domain_scores_codex":[0.9835285,0.00968083,0.001126077,0.002406053,0.002664963,0.0005936539],"domain_scores_gemma":[0.968047,0.01902508,0.003634159,0.004504034,0.003517153,0.001272546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02823207,0.03039282,0.9006951,0.0005053171,0.001108556,0.003432396,0.002547442,0.0003164529,0.01913608,0.0004949714,0.0005306097,0.01260809],"study_design_scores_gemma":[0.007992958,0.201275,0.7652631,0.00008487169,0.001179677,0.01174323,0.001116293,0.003393207,0.005117867,0.0002636347,0.002433652,0.0001364741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959072,0.0001960959,0.002418112,0.00005194924,0.00004003296,0.0009608389,0.00004985443,0.00001012273,0.0003657869],"genre_scores_gemma":[0.9966744,0.0001002169,0.00214504,0.00008906133,0.0000837163,0.0006215657,0.0001353142,0.000005156011,0.000145474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02163994,"threshold_uncertainty_score":0.1144443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550023531953879,"score_gpt":0.3165267410663021,"score_spread":0.2615243878709143,"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."}}