{"id":"W3136176628","doi":"10.7573/dic.2020-11-6","title":"Paediatrics: how to manage pharyngitis in an era of increasing antimicrobial resistance","year":2021,"lang":"en","type":"review","venue":"Drugs in Context","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pharyngitis; Sore throat; Intensive care medicine; Antibiotics; Antibiotic resistance; Antimicrobial; Penicillin; Pediatrics; Internal medicine; Surgery; Microbiology","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":[0.001622351,0.0007570559,0.001129786,0.001457664,0.0005554972,0.002601063,0.0008191312,0.002067479,0.00506155],"category_scores_gemma":[0.008010441,0.0003104521,0.0008400084,0.0009457803,0.0008411855,0.004286771,0.001161055,0.003784598,0.002311154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072127,"about_ca_system_score_gemma":0.002958498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236143,"about_ca_topic_score_gemma":0.003812492,"domain_scores_codex":[0.9985917,0.0005702164,0.0002797621,0.0001141071,0.0003455171,0.00009869011],"domain_scores_gemma":[0.9976944,0.001076095,0.0004214108,0.00005608098,0.0005389972,0.000213011],"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":[0.000105553,0.00008069735,0.002738388,0.02568975,0.0002262801,0.003268078,0.001227045,0.0004356001,0.0006577146,0.008122397,0.1956279,0.7618206],"study_design_scores_gemma":[0.00003081105,0.0001203591,0.002857751,0.03297667,0.0001436205,0.01175577,0.001093058,0.0001389913,0.0001972561,0.004620013,0.9460201,0.00004569612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006644157,0.960524,0.001506591,0.02921763,0.003692896,0.0000407287,0.00006504928,0.00007040235,0.004218212],"genre_scores_gemma":[0.005474058,0.9735668,0.004558802,0.009490877,0.005196259,0.00006035859,0.00008337321,0.00002830221,0.001541176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00506155,"threshold_uncertainty_score":0.01693255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518953236933641,"score_gpt":0.3415802304272242,"score_spread":0.3063906980578878,"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."}}