{"id":"W4415215828","doi":"10.22541/au.176057117.70661146/v1","title":"Acute Suppurative Thyroiditis Due to Nocardia in an Immunocompetent Adult: A Comprehensive Case Report and Mini-Review of Fungal and Actinomycete Thyroid Infections","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Thyroiditis; Thyroid; Nocardia; Actinomycosis; Immunocompetence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001842117,0.0005572019,0.001462594,0.0004270983,0.0001653022,0.00006003755,0.0001491747,0.0003324106,0.0001427453],"category_scores_gemma":[0.0001497625,0.0005412741,0.0002891515,0.0002686474,0.0001525715,0.0001533162,0.001362356,0.000675394,0.00000642095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553839,"about_ca_system_score_gemma":0.0003994019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005212334,"about_ca_topic_score_gemma":0.001848425,"domain_scores_codex":[0.9968816,0.0005143637,0.001024945,0.001016141,0.0001629125,0.0004000524],"domain_scores_gemma":[0.9973475,0.0003393808,0.0004427703,0.0008699988,0.0007545443,0.0002457429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002285467,0.002399987,0.03350496,0.02518596,0.005624122,0.896884,0.006236717,0.00007310947,0.005682771,0.002981631,0.01021715,0.008924103],"study_design_scores_gemma":[0.002478385,0.006280048,0.1127732,0.006040492,0.002052058,0.8635274,0.002062559,0.0001859232,0.0002891806,0.0004260432,0.002287417,0.001597287],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807647,0.00761337,0.0001156446,0.0004068975,0.0007026572,0.003068133,0.001589783,0.00009760239,0.005641149],"genre_scores_gemma":[0.9863355,0.01017958,0.0008190381,0.001021682,0.00009796141,0.00097851,0.000355556,0.00003454538,0.0001776869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07926824,"threshold_uncertainty_score":0.9997039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742942440349828,"score_gpt":0.3490047298373354,"score_spread":0.3215753054338371,"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."}}