{"id":"W4417032522","doi":"10.1111/myc.70135","title":"The Importance of Early Mycological Clearance of Uncomplicated Candidaemia and Its Implications for Clinical Practice","year":2025,"lang":"en","type":"article","venue":"Mycoses","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Servier; Shionogi; Astellas Pharma; Deutsche Forschungsgemeinschaft; Cidara Therapeutics; Deutsches Zentrum für Infektionsforschung; Novo Nordisk; Bundesministerium für Bildung und Forschung; Medpace; Mundipharma Research Limited; Gilead Sciences; Daiichi Sankyo Europe; Asahi Kasei Pharma Corporation; Sanofi; Pfizer","keywords":"Clinical Practice; Antifungal; Antifungal drugs; Invasive candidiasis; Critically ill; Psychological intervention; Limiting; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006039724,0.00006579341,0.0002752327,0.00001735299,0.0001044831,0.000006139995,0.00009426719,0.00007806212,0.000003884568],"category_scores_gemma":[0.004106673,0.00004227599,0.0000804896,0.0001771594,0.0002086508,0.00004331401,0.00003394241,0.0001170723,7.874743e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001672681,"about_ca_system_score_gemma":0.0001532707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431623,"about_ca_topic_score_gemma":0.00004955032,"domain_scores_codex":[0.9990708,0.00005261467,0.0004742649,0.0002002748,0.0000770849,0.0001250248],"domain_scores_gemma":[0.9967131,0.002346773,0.0001901491,0.000290909,0.0004161342,0.0000429092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001962418,0.0002021067,0.9572104,0.0001536581,0.00008221951,6.944593e-7,0.00002857747,2.598698e-7,0.007752698,0.02405217,0.002706388,0.005848365],"study_design_scores_gemma":[0.0005033476,0.0002988317,0.9870116,0.00006069129,0.00009444291,0.000002192523,0.00008942685,0.00002585173,0.001018467,0.001403926,0.009456249,0.00003497036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877568,0.004906779,0.0002931684,0.004293874,0.00004008424,0.0005710985,0.00003208424,0.00001485487,0.002091257],"genre_scores_gemma":[0.9967706,0.001515125,0.0007634949,0.00045492,0.00002075929,0.00003755865,0.000003730491,0.000004088256,0.0004297901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02980116,"threshold_uncertainty_score":0.4916368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217446437091976,"score_gpt":0.4423804300588858,"score_spread":0.370205965687966,"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."}}