{"id":"W4411597591","doi":"10.36584/cjic.2021.004.02.184.187","title":"Identification of Candida auris in a foreign repatriated patient to Ontario, Canada and infection control strategies to prevent transmission","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Candida auris; Transmission (telecommunications); Identification (biology); Infection control; Medicine; Biology; Microbiology; Intensive care medicine; Antifungal; Computer science; Telecommunications; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004139689,0.0001127442,0.0003828823,0.0002977806,0.00007140735,0.00003401025,0.00002388407,0.00007573191,0.0001343803],"category_scores_gemma":[0.0003786356,0.0001049214,0.00009107237,0.0003125444,0.00001948931,0.0001328694,0.000002141473,0.0002063599,4.950568e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363777,"about_ca_system_score_gemma":0.009029689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749808,"about_ca_topic_score_gemma":0.9994171,"domain_scores_codex":[0.9985712,0.00009756739,0.0007481717,0.0001670026,0.0002164079,0.0001996278],"domain_scores_gemma":[0.9982787,0.00005533765,0.0002389468,0.0001337175,0.0007041913,0.0005891589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007835498,0.00008831622,0.9600443,0.0000950418,0.00013153,0.0001900803,0.001250223,0.00288627,0.02558366,0.00005895814,0.0008253555,0.008062662],"study_design_scores_gemma":[0.002187834,0.0006833053,0.987525,0.000281138,0.0001252466,0.00009188291,0.0002712815,0.000153418,0.005516976,0.00008321861,0.002977122,0.0001036059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900597,0.0002003592,0.008123707,0.0007253324,0.0002246404,0.000502006,0.00002363176,0.00000305656,0.0001376151],"genre_scores_gemma":[0.9994635,0.00002133881,0.00003544246,0.0003364758,0.00003976956,0.0000105152,0.000004199092,0.000007963171,0.00008082625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02748062,"threshold_uncertainty_score":0.9965882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006150680283922204,"score_gpt":0.2282058079321665,"score_spread":0.2220551276482443,"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."}}