{"id":"W4410498863","doi":"10.1128/mbio.01142-25","title":"<i>Malassezia</i> in environmental studies is derived from human inputs","year":2025,"lang":"en","type":"article","venue":"mBio","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research; Gordon and Betty Moore Foundation","keywords":"Malassezia; Metagenomics; Biology; Mycobiota; Marine fungi; Microbiome; Genetics; Evolutionary biology; Ecology; Microbiology; Gene","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":[0.000872459,0.0003096144,0.0002713985,0.001186101,0.0004263111,0.001356486,0.0001845891,0.0003057279,0.002587405],"category_scores_gemma":[0.001960404,0.0001248639,0.0003305732,0.003388741,0.0003926559,0.0004383353,0.0008122486,0.0003021697,0.0004776858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003470822,"about_ca_system_score_gemma":0.0005708462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006252182,"about_ca_topic_score_gemma":0.008617046,"domain_scores_codex":[0.9991754,0.0002562344,0.00007698587,0.000219718,0.00016457,0.0001070893],"domain_scores_gemma":[0.9985891,0.0003382638,0.0005688619,0.0001045452,0.0002949551,0.0001042227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002063248,0.00002883975,0.9601333,0.000530571,0.0001592516,0.000529588,0.0005771637,0.0001202897,0.01236599,0.0002313631,0.0007757993,0.02434145],"study_design_scores_gemma":[0.000002094464,0.00003989254,0.9856622,0.0001575242,0.00008341982,0.0006830089,0.001515624,0.0001751843,0.003635116,0.0002274369,0.007809199,0.000009373834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809011,0.007030898,0.001640476,0.0009858864,0.00004278941,0.00002390396,0.005304698,0.00004822602,0.004022027],"genre_scores_gemma":[0.9934355,0.002360971,0.0009204012,0.0002625216,0.00003439762,0.00001211246,0.002386146,0.00001612839,0.0005719386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006252182,"threshold_uncertainty_score":0.01243156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187778182774606,"score_gpt":0.3172000652048,"score_spread":0.2984222469273394,"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."}}