{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507624,0.0003267817,0.0001588758,0.001551535,0.0001882,0.0006417588,0.0003911529,0.000565176,0.004127736],"category_scores_gemma":[0.002302671,0.0001968625,0.0003002271,0.0009708779,0.0002478961,0.0005606795,0.0003087317,0.0005521262,0.0007715737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005905365,"about_ca_system_score_gemma":0.000653534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006113448,"about_ca_topic_score_gemma":0.007501132,"domain_scores_codex":[0.9994494,0.0001170968,0.00008538378,0.00008975561,0.0001703062,0.00008806132],"domain_scores_gemma":[0.997187,0.0003828992,0.001208838,0.00007535866,0.0008552959,0.0002906692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691334,0.0001035413,0.9503567,0.0002189369,0.00004088656,0.0002561415,0.00005507968,0.0001995958,0.002324638,0.000132943,0.007178146,0.03896437],"study_design_scores_gemma":[0.00001014301,0.0001474128,0.9854795,0.0002648511,0.0000505588,0.001305295,0.000462188,0.0009309253,0.00120133,0.0001162567,0.01002361,0.00000789209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378766,0.0303743,0.002749907,0.007847926,0.0008825911,0.00008678655,0.009587899,0.000155701,0.01043842],"genre_scores_gemma":[0.9792741,0.00597787,0.003411108,0.001537804,0.0003102016,0.00004112881,0.007788211,0.00001993192,0.001639767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006113448,"threshold_uncertainty_score":0.01380867,"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."}}