{"id":"W4404135831","doi":"10.1016/j.cmicom.2024.105050","title":"Communicable Episode 08: The Nightmare Series, part 1 - how to deal with Candida auris","year":2024,"lang":"en","type":"article","venue":"CMI Communications","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Nightmare; Candida auris; Series (stratigraphy); Microbiology; Medicine; Biology; Psychiatry; Antifungal","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":[0.0003939665,0.0001507215,0.0002418991,0.00005127996,0.0006904645,0.000131232,0.0008766332,0.00006448353,0.000197621],"category_scores_gemma":[0.00006927153,0.00009171961,0.00007462868,0.0006181016,0.0004211363,0.0001389372,0.0003843842,0.0005381381,0.0001569981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340121,"about_ca_system_score_gemma":0.0003065469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005114401,"about_ca_topic_score_gemma":0.01612533,"domain_scores_codex":[0.9989197,0.00019699,0.0001908405,0.0002115659,0.000214047,0.0002668634],"domain_scores_gemma":[0.9954903,0.0003671758,0.00003264984,0.003771324,0.0001795964,0.0001590052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006795102,0.0006575223,0.103933,0.00042154,0.0008309518,0.00006601268,0.01160157,0.00002191144,0.001266977,0.0683562,0.7799411,0.0322237],"study_design_scores_gemma":[0.000180504,0.0001590194,0.01228986,0.0002844897,0.0001122694,0.0000348849,0.002016002,0.00016874,0.0001449848,0.000276319,0.9842023,0.0001306773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1622891,0.03378854,0.00206322,0.6654204,0.0001879824,0.002607691,0.0003526441,0.0008537137,0.1324367],"genre_scores_gemma":[0.9692245,0.001287415,0.006033125,0.001194243,0.000060622,0.0001727457,0.0001942763,0.00003130662,0.02180175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8069354,"threshold_uncertainty_score":0.8998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03720158057900449,"score_gpt":0.3017178445294451,"score_spread":0.2645162639504406,"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."}}