{"id":"W4414737151","doi":"10.1021/acs.estlett.5c00795","title":"Public Health Implications of Airborne <i>Candida</i>: Viability, Drug Resistance, and Genetic Links to Clinical Strains","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Ten Thousand Talent Program; Hong Kong Polytechnic University; Research Grants Council, University Grants Committee; National Natural Science Foundation of China; Canadian Institute for Advanced Research","keywords":"Transmission (telecommunications); Public health; Airborne transmission; Candida parapsilosis; Isolation (microbiology); Phylogenetic tree; Antifungal; Hazard","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000881627,0.0001323568,0.0003385304,0.0004288399,0.0002674046,0.00001406346,0.0003608567,0.0001289397,0.00002412844],"category_scores_gemma":[0.000201028,0.000122157,0.00006266258,0.001168339,0.004780845,0.00008150833,0.0002741222,0.0004065758,0.000008579213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041181,"about_ca_system_score_gemma":0.000246339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001271051,"about_ca_topic_score_gemma":0.0001313917,"domain_scores_codex":[0.9980164,0.00004700826,0.0005248961,0.0006991025,0.0002595114,0.0004530873],"domain_scores_gemma":[0.9988286,0.0000516872,0.0001106551,0.0007584593,0.00001578888,0.0002348363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000162896,0.0002126977,0.8879662,0.00002781783,0.00001061885,0.00000249054,0.00007580064,6.55141e-7,0.0915085,0.0008365338,0.00102795,0.01831451],"study_design_scores_gemma":[0.0003434618,0.0001037006,0.9917611,0.00003540221,0.00001242717,0.000004162117,0.000220876,0.000003995331,0.001923503,0.00052692,0.00498005,0.00008435592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7990648,0.0002282156,0.001746833,0.1980836,0.00005568175,0.0004924571,0.00001538767,0.00004862698,0.0002644659],"genre_scores_gemma":[0.9847323,0.0001346198,0.005356679,0.009508235,0.00001271398,0.00002838287,0.000003250202,0.000006258033,0.0002175745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885753,"threshold_uncertainty_score":0.9979275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023022450893954,"score_gpt":0.3095576021700358,"score_spread":0.2893273776610963,"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."}}