{"id":"W2409348840","doi":"10.1542/gr.54-1-04","title":"Invasive Group A Streptococcal Infections in Children","year":2025,"lang":"en","type":"article","venue":"AAP Grand Rounds","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Fasciitis; Chemoprophylaxis; Clindamycin; Disease; Group A; Pediatrics; Intensive care medicine; Internal medicine; Antibiotics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006247879,0.0001503606,0.0002439613,0.0003376137,0.0001490386,0.00003173131,0.00004133381,0.0001141671,0.000144329],"category_scores_gemma":[0.00005987586,0.0001216386,0.0001324206,0.0007072851,0.00006810544,0.00009290401,0.00003679479,0.0002028278,0.00004462362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381831,"about_ca_system_score_gemma":0.00009819713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227095,"about_ca_topic_score_gemma":0.001002045,"domain_scores_codex":[0.9991739,0.00003038535,0.0002250556,0.0002653938,0.0000845464,0.0002206741],"domain_scores_gemma":[0.9995261,0.00008082837,0.00003074868,0.0002438212,0.00004160645,0.00007684301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000410004,0.0008824398,0.9909572,0.00001427548,0.0002248383,0.00001411382,0.00004114304,0.00000504015,0.00016377,0.001792923,0.0007192894,0.005143967],"study_design_scores_gemma":[0.005074905,0.0003293973,0.9903862,0.0001363978,0.0001424105,0.00009123687,0.00003324899,0.00001580348,0.0002507795,0.001426785,0.002009878,0.0001029319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749888,0.000175221,0.0002323767,0.0002850746,0.0001830524,0.0008765135,0.00001009582,0.00008709949,0.02316174],"genre_scores_gemma":[0.9972089,0.0000869109,0.00007032661,0.0001992393,0.00006662214,0.0002986684,0.00009222216,0.00001052217,0.001966574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02222009,"threshold_uncertainty_score":0.4960278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008099522508402327,"score_gpt":0.2836842064521699,"score_spread":0.2755846839437675,"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."}}