{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333685,0.0006787475,0.0005112299,0.0009639096,0.001185581,0.001698859,0.0007977004,0.002241175,0.03451412],"category_scores_gemma":[0.00844847,0.0002808116,0.0006046494,0.0007234714,0.0003687756,0.001566385,0.002034139,0.00406012,0.01136559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118607,"about_ca_system_score_gemma":0.002690694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005601791,"about_ca_topic_score_gemma":0.01538466,"domain_scores_codex":[0.9990574,0.000228964,0.0001270685,0.00006553739,0.0003284573,0.0001925472],"domain_scores_gemma":[0.9961372,0.0006664213,0.0004026026,0.0001688311,0.0008482035,0.001776727],"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":[0.00002841287,0.00009364983,0.001616949,0.0002852759,0.000007420844,0.0005467085,0.0001394637,0.00004332829,0.0002037378,0.0003288608,0.8861094,0.1105969],"study_design_scores_gemma":[0.00001548125,0.0001014836,0.006737852,0.001113094,0.00001251517,0.002308732,0.0004228585,0.00006681625,0.0001601253,0.0003065924,0.9887412,0.00001315793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01270492,0.1565052,0.002798467,0.3502372,0.17682,0.0008087306,0.002492182,0.0009102893,0.2967229],"genre_scores_gemma":[0.06291686,0.322984,0.008219041,0.1415215,0.2152402,0.0006672317,0.005930073,0.00122025,0.2413009],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03451412,"threshold_uncertainty_score":0.1154613,"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."}}