{"id":"W4414341292","doi":"10.1111/myc.70117","title":"Utility of <scp>MALDI</scp>‐<scp>ToF MS</scp> for Recognition and Antifungal Susceptibility of <i>Nannizzia</i>, an Underestimated Group of Dermatophytes","year":2025,"lang":"en","type":"article","venue":"Mycoses","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Antifungal; Antifungal drugs; Group (periodic table); Mycosis; Dermatophyte; Fluconazole","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":[0.0001825742,0.0002134567,0.0006235197,0.0001367186,0.00006125928,0.00001013563,0.00008455144,0.0001274254,0.00002767296],"category_scores_gemma":[0.001169659,0.0001887769,0.0001791438,0.0002987362,0.0002529159,0.0001518406,0.00006297009,0.00007320025,0.000002145968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002008454,"about_ca_system_score_gemma":0.0001071783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003403495,"about_ca_topic_score_gemma":0.0001316926,"domain_scores_codex":[0.9985455,0.00008141214,0.000548066,0.0003749935,0.0002020832,0.00024794],"domain_scores_gemma":[0.998014,0.0008583131,0.0002626279,0.0004061791,0.0003259501,0.0001329357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002238024,0.002538143,0.9434134,0.00326474,0.0003418798,0.000006202683,0.0001742892,0.000001166872,0.03958016,0.0001152114,0.003459235,0.006881725],"study_design_scores_gemma":[0.00283796,0.0008008841,0.8229761,0.0004162236,0.0006595669,0.000005185323,0.0004315678,0.0003422568,0.1663768,0.004917711,0.0002030728,0.00003277085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943057,0.001580684,0.0002559808,0.00001831007,0.00007809722,0.0009101111,0.001070793,0.00004890762,0.001731406],"genre_scores_gemma":[0.9976717,0.0001513998,0.001479495,0.00006688829,0.00001814827,0.00002713768,0.0004539505,0.00001822299,0.0001130178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267966,"threshold_uncertainty_score":0.7698097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617372885506381,"score_gpt":0.303015180874983,"score_spread":0.2668414520199192,"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."}}