{"id":"W2137751744","doi":"10.1086/421949","title":"Group A Streptococcal Pharyngitis Serotype Surveillance in North America, 2000–2002","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharyngitis; Serotype; Genotype; Medicine; Veterinary medicine; Distribution (mathematics); Group A; Demography; Biology; Internal medicine; Virology; 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":[0.0004631079,0.0001830567,0.0001875789,0.0007857434,0.0003158986,0.0003949435,0.0002958981,0.000263605,0.0003146434],"category_scores_gemma":[0.0009512655,0.0001923617,0.0001056244,0.0009836283,0.0001551965,0.0002940682,0.0002914651,0.0002549128,0.00007635195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124867,"about_ca_system_score_gemma":0.0009068166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1131476,"about_ca_topic_score_gemma":0.2407759,"domain_scores_codex":[0.9997051,0.00005863067,0.0000340246,0.00007432053,0.00007924782,0.00004850665],"domain_scores_gemma":[0.9991087,0.00007458709,0.000353159,0.00003374605,0.0002984355,0.0001312761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007617778,0.00003047485,0.9917888,0.00002031902,0.00002345115,0.0001312977,0.0003501125,0.00009418945,0.0007447678,0.00001128847,0.0006288672,0.006100297],"study_design_scores_gemma":[0.000003423972,0.00002979658,0.9989735,0.000006544367,0.000007590346,0.0001374812,0.0002280333,0.00007057033,0.0001107797,0.00000234542,0.0004285952,0.000001351078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980528,0.0002932354,0.00006784224,0.00007167407,0.000004261251,0.00001463085,0.0009631248,0.000007787053,0.0005247216],"genre_scores_gemma":[0.9957952,0.0005289709,0.0002810965,0.0001354579,0.00001398042,0.00003388807,0.002795749,0.000003705975,0.0004119214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131476,"threshold_uncertainty_score":0.2249779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582476028805092,"score_gpt":0.3397471577250768,"score_spread":0.3139223974370259,"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."}}