{"id":"W4407922850","doi":"10.18280/ijdne.200123","title":"Prevalence of Asymptomatic Streptococcus pyogenes Carriage and Antibiotic Susceptibility among Schoolchildren in Baghdad, Iraq","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Baghdad","keywords":"Carriage; Streptococcus pyogenes; Antibiotics; Asymptomatic; Medicine; Microbiology; Biology; Internal medicine; Staphylococcus aureus; Bacteria; Genetics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003422231,0.0002811218,0.0002737517,0.0008619509,0.0009313182,0.0005756025,0.0004761905,0.0005015143,0.002739544],"category_scores_gemma":[0.0007325267,0.0003751438,0.0003178292,0.0007419689,0.0006889668,0.0004794761,0.0004930403,0.0004417679,0.0003929829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300308,"about_ca_system_score_gemma":0.000874693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03535222,"about_ca_topic_score_gemma":0.03903819,"domain_scores_codex":[0.9996171,0.0000671264,0.00003357308,0.00006470318,0.00007352431,0.0001438623],"domain_scores_gemma":[0.9995542,0.00004562486,0.0001709035,0.00001329797,0.00008664496,0.0001294011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001436849,0.00004898809,0.9981943,0.000009549113,0.000009377608,0.0001022443,0.0006013357,0.000009872786,0.0002083131,0.00002535269,0.0001218676,0.0006545137],"study_design_scores_gemma":[0.000001763502,0.00006961621,0.9962348,0.000009809648,0.000007327956,0.0001821647,0.003245451,0.00004726564,0.00002841088,0.000008504388,0.000161861,0.000002892981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995339,0.00005341166,0.0000177655,0.00004446797,0.000003683296,0.000002938776,0.00009031653,0.000001558088,0.0002520455],"genre_scores_gemma":[0.9996468,0.0000509758,0.00002726535,0.00002439174,0.000003975718,0.000003415029,0.00004981423,6.555948e-7,0.0001927257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03535222,"threshold_uncertainty_score":0.07029289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008029827471817247,"score_gpt":0.2873605944230424,"score_spread":0.2793307669512252,"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."}}