{"id":"W2164701672","doi":"10.1186/cc5271","title":"Fungal infections in the intensive care unit? Another approach for defining a target group of patients who benefit from implementing preemptive antimycotic treatment","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sepsis; Intensive care medicine; Intensive care unit; Antifungal; Candida infections; Intensive care; Internal medicine","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":[0.002069192,0.0005160347,0.001680224,0.001113836,0.000565736,0.001647244,0.0006486659,0.00162957,0.00309828],"category_scores_gemma":[0.004694224,0.0001604736,0.000305815,0.0004359328,0.000559569,0.001830869,0.001026717,0.001729713,0.0008852409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319589,"about_ca_system_score_gemma":0.001023032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003637735,"about_ca_topic_score_gemma":0.0004826733,"domain_scores_codex":[0.9990579,0.0005071215,0.00008133948,0.0001068824,0.0001443028,0.0001023327],"domain_scores_gemma":[0.9982628,0.0004764564,0.0001746705,0.0001262526,0.0004365225,0.0005232682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008692106,0.00692856,0.2067761,0.001360943,0.0002922024,0.002414241,0.002227348,0.002581926,0.0513873,0.02247153,0.0254268,0.6694409],"study_design_scores_gemma":[0.004615001,0.03746877,0.5430639,0.004268496,0.001081062,0.02164193,0.01249359,0.04492976,0.04496844,0.09251674,0.1925475,0.0004048998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7069567,0.02802553,0.09627638,0.1325392,0.002023307,0.001644215,0.0004680817,0.00038004,0.03168653],"genre_scores_gemma":[0.8875586,0.00701455,0.07443271,0.01926384,0.003590759,0.001384213,0.0003378984,0.00008187449,0.006335577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00309828,"threshold_uncertainty_score":0.01094306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857070345131183,"score_gpt":0.3397169713070126,"score_spread":0.3011462678557008,"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."}}