{"id":"W2745448101","doi":"10.7326/0003-4819-134-6-200103200-00018","title":"Principles of Appropriate Antibiotic Use for Acute Pharyngitis in Adults","year":2001,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Pharyngitis; Antibiotics; Intensive care medicine; Acute Pharyngitis; Internal medicine; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366636,0.0001268927,0.0004862442,0.0002512081,0.00001172597,0.000002118642,0.00006550831,0.00005440205,0.0001108333],"category_scores_gemma":[0.0003275612,0.00008780976,0.0001183595,0.0002012655,0.0001219639,0.00008323912,0.00002292082,0.00008169164,0.000003266642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001468324,"about_ca_system_score_gemma":0.0000218183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269058,"about_ca_topic_score_gemma":0.00005973798,"domain_scores_codex":[0.9989254,0.00001479362,0.0005364046,0.0001771717,0.0001625813,0.0001836595],"domain_scores_gemma":[0.999102,0.0001259573,0.000206214,0.0001924518,0.0002799668,0.00009343176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00314933,0.0008833321,0.9596105,0.0002703198,0.0007618368,0.0002030391,0.0002937143,0.000005247442,0.006623535,0.0006077964,0.0004935224,0.02709784],"study_design_scores_gemma":[0.01159782,0.00720453,0.890807,0.008843135,0.0003273918,0.0002955673,0.0001391225,0.0007211228,0.07506682,0.0002274206,0.004624744,0.0001453683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945127,0.0002865579,0.0003201764,0.0010566,0.0001575986,0.0005722427,0.0000288674,0.0000133097,0.003051885],"genre_scores_gemma":[0.9969848,0.001079156,0.0004193279,0.0002976006,0.0001125885,0.00001569277,0.00002448662,0.00001402669,0.001052276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06880353,"threshold_uncertainty_score":0.3580778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08998068170973049,"score_gpt":0.3904350693336921,"score_spread":0.3004543876239616,"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."}}