{"id":"W4411295430","doi":"10.1111/ijd.17908","title":"Climate Change, Natural Disasters, and Cutaneous Fungal Infections","year":2025,"lang":"en","type":"review","venue":"International Journal of Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Climate change; Natural disaster; Natural (archaeology); Ecology; Geography; Archaeology; Meteorology; Biology","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":[0.00001543692,0.000207333,0.0009849598,0.0005112443,0.00003484928,0.00003010771,0.0001385723,0.0001412719,0.00003260691],"category_scores_gemma":[0.00009026557,0.0001478759,0.0004408821,0.0000849519,0.00005671107,0.0000867486,0.00009819232,0.0003427273,0.00001417501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073662,"about_ca_system_score_gemma":0.000186679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003410558,"about_ca_topic_score_gemma":0.000004159229,"domain_scores_codex":[0.9988601,0.00006698016,0.0005687237,0.0001358559,0.0002151795,0.000153153],"domain_scores_gemma":[0.9988903,0.0002010015,0.0004701407,0.00008995392,0.000236097,0.0001125239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066515,0.0003036512,0.003871794,0.003991132,0.002011463,0.02679343,0.00003022951,2.595755e-8,8.491897e-8,0.0006942214,0.0005449446,0.9616524],"study_design_scores_gemma":[0.0009207024,0.0001018267,0.0001406158,0.01314305,0.002518447,0.4572126,0.00001165516,0.000003446522,4.472509e-7,0.00006988392,0.5257708,0.0001064276],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002518682,0.9955991,0.000006385379,0.001018996,0.002280629,0.0002301284,0.00009868669,0.00001002868,0.0005041798],"genre_scores_gemma":[0.007729569,0.9914602,0.0000651803,0.000149706,0.000358024,0.00001465319,0.00008180155,0.00001445149,0.0001263889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9615459,"threshold_uncertainty_score":0.6030203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379143795831258,"score_gpt":0.3761278500092622,"score_spread":0.3523364120509497,"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."}}