{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005477173,0.0002379915,0.0004917282,0.0003526131,0.0001456037,0.00006541867,0.00005863142,0.0002675378,0.0002746148],"category_scores_gemma":[0.0103789,0.0002173922,0.0004026069,0.001005055,0.0001814479,0.0004186564,0.00009387956,0.0007160868,0.000228501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261246,"about_ca_system_score_gemma":0.0002609256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007754989,"about_ca_topic_score_gemma":0.00018683,"domain_scores_codex":[0.9975368,0.0003816738,0.0009518123,0.0005911187,0.0002170836,0.0003214875],"domain_scores_gemma":[0.9959077,0.002876167,0.0002106498,0.0005349401,0.0002251298,0.0002454412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005115321,0.007986034,0.9127897,0.00006256816,0.0003535949,0.0001570736,0.000006451196,0.00001622558,0.000006790509,0.004227841,0.001543093,0.07233908],"study_design_scores_gemma":[0.005315287,0.0009322569,0.9280078,0.0001877569,0.0007940684,0.00007991767,0.0000247698,0.0001587965,0.00000804522,0.003705091,0.06062047,0.0001657745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8635494,0.0004533394,0.001799842,0.001299263,0.00211768,0.001719253,0.00001361194,0.0004987752,0.1285489],"genre_scores_gemma":[0.99528,0.0004875751,0.0002754983,0.002769117,0.0002893592,0.0003748333,0.00003263153,0.00002166276,0.0004693464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1317306,"threshold_uncertainty_score":0.9979571,"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."}}