{"id":"W4387114464","doi":"10.4212/cjhp.3408","title":"Treatments and Outcomes of Critically Ill Patients with Candida spp. Colonization of the Lower Respiratory Tract in Regina, Saskatchewan","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of British Columbia; Saskatchewan Health; Island Health; University of Saskatchewan","funders":"","keywords":"Medicine; Odds ratio; Mechanical ventilation; Confidence interval; Internal medicine; Colonization; Logistic regression; Intensive care unit; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005050159,0.000270351,0.0002142176,0.0004841937,0.0005093063,0.0005853022,0.0005835702,0.0003369644,0.001230228],"category_scores_gemma":[0.001719002,0.0002265007,0.0002859579,0.000904267,0.0004672245,0.000291184,0.0007037914,0.000639411,0.0001953939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00432539,"about_ca_system_score_gemma":0.005441398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3018965,"about_ca_topic_score_gemma":0.4617626,"domain_scores_codex":[0.9995209,0.0001377248,0.0000475771,0.00006125537,0.00008053018,0.0001520501],"domain_scores_gemma":[0.9988762,0.0001783993,0.0004466251,0.0000390581,0.0001730656,0.0002866923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001216995,0.0000576319,0.9946626,0.00004036514,0.00005681507,0.0004061961,0.0002390248,0.0001249316,0.0004659322,0.00002223845,0.0003985113,0.003404124],"study_design_scores_gemma":[0.00001477246,0.0000899149,0.9983836,0.00003697321,0.00002002732,0.0002167882,0.0007079055,0.0001332513,0.00009121908,0.00002157828,0.0002770293,0.000006786579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998485,0.0004101807,0.00003895354,0.000230249,0.00000683284,0.00001629473,0.0003826428,0.000003360131,0.0004264745],"genre_scores_gemma":[0.9985148,0.0005706915,0.00006799777,0.0002065906,0.000007022785,0.00002197491,0.0003519954,0.000001582714,0.0002573429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6981035,"threshold_uncertainty_score":0.6002786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235523501350609,"score_gpt":0.2732607473641708,"score_spread":0.2609055123506647,"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."}}