{"id":"W4404567382","doi":"10.3390/idr16060087","title":"Molecular Identification of Etiological Agents in Fungal and Bacterial Skin Infections: United States, 2020–2024","year":2024,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Malassezia; Etiology; Medicine; Staphylococcus aureus; Dermatophyte; Microbiology; Dermatology; Biology; Internal medicine; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0001497772,0.0001575086,0.0002210953,0.0003246221,0.00003665722,0.00005474934,0.00001598411,0.00007451863,0.0002285563],"category_scores_gemma":[0.0002056892,0.0001367967,0.000126795,0.0005559553,0.00007113125,0.00009285794,0.00003611738,0.0001153273,0.0000117104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199413,"about_ca_system_score_gemma":0.0001514158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002823373,"about_ca_topic_score_gemma":0.00001255558,"domain_scores_codex":[0.9986478,0.00007409404,0.0005141235,0.0003929427,0.0002066488,0.0001643873],"domain_scores_gemma":[0.9992787,0.00004247521,0.0001064035,0.0002486855,0.0000779348,0.0002458611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003121829,0.001683182,0.9693735,0.0006518385,0.0003957487,0.0212863,0.00006660073,0.0003641489,0.001534967,0.0002080683,0.0007824849,0.003340948],"study_design_scores_gemma":[0.0007825774,0.0002313659,0.990692,0.0002836883,0.0005780353,0.0008330397,0.00001526854,0.001276564,0.0003426851,0.002157609,0.002651872,0.000155264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963145,0.001978675,0.00005915807,0.00007790464,0.0006245393,0.0005435296,0.00006862331,0.0001118889,0.0002211709],"genre_scores_gemma":[0.9983153,0.0006851004,0.000004437417,0.00004624011,0.00006618859,0.0001057134,0.0006182786,0.00002103211,0.0001377642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0213185,"threshold_uncertainty_score":0.5578408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047196147054689,"score_gpt":0.2953831416595308,"score_spread":0.2849111801889839,"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."}}