{"id":"W4408885208","doi":"10.1093/jacamr/dlaf044","title":"Distribution and prevalence of fungemia: a five-year retrospective multicentric survey in Venetian region, Italy","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Psychiatric Association","keywords":"Corpus albicans; Fluconazole; Candida albicans; Amphotericin B; Medicine; Blood culture; Fungemia; Candida parapsilosis; Antifungal; Veterinary medicine; Microbiology; Internal medicine; Biology; Antibiotics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006198479,0.0002702201,0.0002652801,0.00139311,0.0003748621,0.0005778234,0.0003310835,0.000406238,0.001057113],"category_scores_gemma":[0.000819262,0.0002992926,0.0003193059,0.001246978,0.0004432208,0.0003370312,0.0003721245,0.0002857058,0.0001666347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005122201,"about_ca_system_score_gemma":0.0003862409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284932,"about_ca_topic_score_gemma":0.0122517,"domain_scores_codex":[0.9995887,0.0001113471,0.00003632221,0.0001186955,0.00005775714,0.00008714086],"domain_scores_gemma":[0.999341,0.0001169579,0.0003106082,0.00004650877,0.00006122939,0.000123779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003402135,0.00002654745,0.9986719,0.00001129424,0.00001389683,0.0001435265,0.0001272219,0.00002164662,0.000222734,0.000005908337,0.00006606825,0.0006552485],"study_design_scores_gemma":[0.000002260668,0.00003146204,0.9994367,0.000004773686,0.000005365496,0.0002808474,0.0001248052,0.0000314651,0.00001265387,0.000002359669,0.0000658175,0.000001467819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992404,0.0002421493,0.00003407466,0.0000139324,0.000003202417,0.000008028435,0.0002178391,0.000003041971,0.0002372588],"genre_scores_gemma":[0.9995658,0.0001219899,0.00005660643,0.0000133249,0.000006465875,0.000008902856,0.0001753374,0.000001003371,0.00005053445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284932,"threshold_uncertainty_score":0.02554905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000396536113836,"score_gpt":0.2466511573358201,"score_spread":0.2366471919746818,"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."}}