{"id":"W4413963433","doi":"10.1097/ipc.0000000000001513","title":"Group A Streptococcal Infection","year":2025,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; STREPTOCOCCAL INFECTIONS; Immunology","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":[0.000283806,0.0006309397,0.0006081507,0.0007561961,0.0007859973,0.0009859782,0.0002995706,0.000671842,0.03155648],"category_scores_gemma":[0.002338343,0.00007683042,0.0004020325,0.001142909,0.0002460791,0.0005058964,0.0008365975,0.0009765956,0.0102832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004690569,"about_ca_system_score_gemma":0.001116019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009765,"about_ca_topic_score_gemma":0.001750093,"domain_scores_codex":[0.9992334,0.0001265533,0.0001029017,0.0000871796,0.0002638548,0.0001860942],"domain_scores_gemma":[0.9994799,0.00007134314,0.0001228182,0.00004076022,0.0001534278,0.0001317185],"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":[0.0009230484,0.0007496959,0.2187865,0.002234837,0.0002268884,0.04223993,0.001045529,0.0002141206,0.003655463,0.008265832,0.227105,0.4945531],"study_design_scores_gemma":[0.0000999211,0.0005576554,0.1295069,0.003674527,0.000155768,0.0894625,0.001109057,0.000357544,0.0009798158,0.00498741,0.7690287,0.00008009301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1632901,0.1347026,0.005830931,0.01121774,0.009739284,0.001354859,0.009936973,0.0006894141,0.6632381],"genre_scores_gemma":[0.7495418,0.09335388,0.004225765,0.01746877,0.006335668,0.000572775,0.009769245,0.0001491281,0.1185829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03155648,"threshold_uncertainty_score":0.105567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124829787666406,"score_gpt":0.4520338813462867,"score_spread":0.4207855834696226,"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."}}