{"id":"W2140652623","doi":"10.1086/599344","title":"Seven‐Year Surveillance of North American Pediatric Group A Streptococcal Pharyngitis Isolates","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Pfizer","keywords":"Pharyngitis; Epidemiology; Medicine; Veterinary medicine; Throat; Group A; Acute Pharyngitis; Streptococcus; Internal medicine; Biology; Surgery; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006825696,0.0003571209,0.0002673283,0.001546574,0.000808938,0.0004955459,0.0007474187,0.0002645075,0.0004380395],"category_scores_gemma":[0.001229907,0.0002150777,0.0002397008,0.002415742,0.0003024522,0.0002096793,0.0004243802,0.000325613,0.0001095869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004700765,"about_ca_system_score_gemma":0.005572979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8358377,"about_ca_topic_score_gemma":0.8867026,"domain_scores_codex":[0.9993079,0.00005570064,0.00005316381,0.0001232301,0.0003058546,0.0001543038],"domain_scores_gemma":[0.9981529,0.00007607028,0.0003377239,0.00005134743,0.001137479,0.0002444186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005284249,0.00001456532,0.9944776,0.00002449089,0.0000270727,0.00007689586,0.0002778435,0.0001178285,0.0006942591,0.00001498591,0.0004738565,0.003747707],"study_design_scores_gemma":[0.000001896797,0.00002511282,0.9988132,0.000009346732,0.00001311878,0.0001060762,0.0002429982,0.0001353445,0.0002402952,0.00000268949,0.000407828,0.000002172396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958785,0.0002769599,0.0001502064,0.00003704612,0.000003582805,0.0000209127,0.002904107,0.00001656808,0.0007122453],"genre_scores_gemma":[0.9935011,0.0005511257,0.000595784,0.00005509095,0.000005964309,0.00002536075,0.004995839,0.000003981848,0.0002657889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8358377,"threshold_uncertainty_score":0.3302582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852297293761378,"score_gpt":0.3373107215381547,"score_spread":0.3187877486005409,"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."}}