{"id":"W2588571229","doi":"10.1093/pch/pxz039","title":"Invasive group A streptococcal disease: Management and chemoprophylaxis","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Chemoprophylaxis; Clindamycin; Medicine; Intensive care medicine; Penicillin; Disease; Streptococcus pyogenes; STREPTOCOCCAL INFECTIONS; Antibiotics; Immunology; Internal medicine; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001186594,0.0001982817,0.0003138662,0.0001979922,0.0001621987,0.00002466402,0.00004894608,0.00005647747,0.0002392639],"category_scores_gemma":[0.00002572265,0.0001661406,0.0001054125,0.0003828939,0.00003368104,0.00006233225,0.00008906389,0.0002061526,0.0001807824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863277,"about_ca_system_score_gemma":0.00009808649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001137149,"about_ca_topic_score_gemma":0.00001721325,"domain_scores_codex":[0.9986014,0.00003093492,0.0002785984,0.0004620769,0.0002515361,0.0003754938],"domain_scores_gemma":[0.9988484,0.00005684181,0.0001072645,0.0003774769,0.00003904885,0.0005709041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008272811,0.0004928043,0.9745281,0.0007817225,0.00009907703,0.00003539086,0.00006815241,0.000001462627,0.000002318184,0.002073852,0.001054946,0.02077941],"study_design_scores_gemma":[0.00277639,0.0007052059,0.9864415,0.0001156014,0.00009654291,0.00001932144,0.00006321566,0.00003212968,0.000006787761,0.0003260953,0.009271074,0.0001461126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758114,0.005376736,0.00008824892,0.002966532,0.0003630421,0.003955665,0.00006577327,0.00014772,0.01122484],"genre_scores_gemma":[0.9930788,0.003471807,0.0007909255,0.001422895,0.0002637424,0.0001445353,0.0001344962,0.00002934273,0.0006634383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206333,"threshold_uncertainty_score":0.6775016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009464402380204122,"score_gpt":0.2620790111130828,"score_spread":0.2526146087328787,"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."}}