{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008009257,0.0002930058,0.0002074087,0.0006813529,0.0005797816,0.001349051,0.0003718286,0.0007557321,0.002481532],"category_scores_gemma":[0.002157336,0.0001139507,0.0001753719,0.0006558726,0.0008630407,0.0004952087,0.0006891198,0.0005639067,0.000244786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000592383,"about_ca_system_score_gemma":0.0008281686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005404126,"about_ca_topic_score_gemma":0.006040647,"domain_scores_codex":[0.9991805,0.000228428,0.00005459133,0.0001561298,0.0001816668,0.0001987687],"domain_scores_gemma":[0.9984179,0.0003740558,0.0006238057,0.0001331312,0.0002753325,0.0001758203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004812168,0.0002734055,0.8786759,0.0003144642,0.00004662394,0.0027828,0.001059477,0.0006868416,0.02885202,0.001811762,0.003008839,0.0820066],"study_design_scores_gemma":[0.00001033057,0.0003653834,0.9731973,0.0002382682,0.00007309472,0.003198272,0.004072539,0.0007131336,0.008495443,0.002414598,0.007195474,0.0000261215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806163,0.00375778,0.0009192716,0.00699902,0.00006731242,0.00002242649,0.0006347506,0.00003456524,0.0069484],"genre_scores_gemma":[0.9978096,0.0009436454,0.0003294686,0.0005072841,0.00005190785,0.000004027742,0.0001312604,0.000002633856,0.0002203368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005404126,"threshold_uncertainty_score":0.01074535,"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."}}