{"id":"W4409919997","doi":"10.3390/antibiotics14050452","title":"The Influence of the Seasonal Variability of Candida spp. Bloodstream Infections and Antifungal Treatment: A Mediterranean Pilot Study","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"","keywords":"Candida parapsilosis; Candida glabrata; Fluconazole; Candida albicans; Biology; Epidemiology; Corpus albicans; Microbiology; Antifungal; Internal medicine; Medicine","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":[0.001391436,0.0003966867,0.0003214356,0.0006406421,0.0003210877,0.0004103925,0.0002391839,0.0003548886,0.0009580275],"category_scores_gemma":[0.002716484,0.0002304902,0.0005322237,0.0005944477,0.0004073797,0.0004231252,0.0003230467,0.0003072248,0.0001484719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003944069,"about_ca_system_score_gemma":0.0004257309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003435195,"about_ca_topic_score_gemma":0.002826176,"domain_scores_codex":[0.9992619,0.0003792779,0.00005251927,0.0001171933,0.00007549199,0.0001135186],"domain_scores_gemma":[0.9981509,0.0004719172,0.0006333306,0.0001414317,0.0001774035,0.0004249119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008845585,0.000450755,0.9945915,0.00001378179,0.00006159247,0.0001984456,0.00027964,0.00003945254,0.0004060034,0.0000106001,0.0001092691,0.002954301],"study_design_scores_gemma":[0.00004147527,0.001099836,0.9980583,0.000003734701,0.00001961585,0.0002253343,0.0002432874,0.0001575153,0.00003711478,0.000006803475,0.0001042251,0.000002851974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997472,0.00004865895,0.00002826367,0.00001323604,0.000003161505,0.000008019273,0.00003368155,8.272929e-7,0.0001167499],"genre_scores_gemma":[0.9997386,0.00003906652,0.0000611312,0.00002537642,0.0000157575,0.000008652093,0.00007472478,0.000001051243,0.00003560145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003435195,"threshold_uncertainty_score":0.00735873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148124936243643,"score_gpt":0.2903860811651529,"score_spread":0.2755735875407885,"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."}}