{"id":"W2140877137","doi":"10.1086/605601","title":"Empirical versus Preemptive Antifungal Therapy for Fever during Neutropenia","year":2009,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Astellas Pharma; Pfizer; Amgen","keywords":"Medicine; Neutropenia; Antifungal; Intensive care medicine; Fever of unknown origin; Dermatology; Internal medicine; Chemotherapy","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":[0.001611553,0.0002569288,0.0009451465,0.0002993428,0.00100148,0.001055407,0.0007985051,0.01091903,0.003794636],"category_scores_gemma":[0.0157401,0.0002125997,0.0005617263,0.0003709094,0.001042078,0.0009159585,0.0003683957,0.007629328,0.0008397939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645608,"about_ca_system_score_gemma":0.001189038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112637,"about_ca_topic_score_gemma":0.004995755,"domain_scores_codex":[0.9988881,0.00056846,0.0001507056,0.00008615617,0.0001595988,0.000147],"domain_scores_gemma":[0.9937571,0.004747492,0.0004482707,0.0001413958,0.0003044143,0.0006012367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01129677,0.0009797065,0.04086686,0.0008013017,0.0002343497,0.1369914,0.0007487646,0.00153838,0.005685742,0.01733418,0.5684458,0.2150767],"study_design_scores_gemma":[0.005005624,0.005879052,0.07663309,0.002634153,0.0006571476,0.2805164,0.001845181,0.009067196,0.005988623,0.03487421,0.5766574,0.0002418961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0722208,0.01823357,0.001220145,0.8462989,0.02025851,0.00008279985,0.0001722617,0.00007853295,0.04143449],"genre_scores_gemma":[0.5005495,0.009005602,0.002238921,0.4178364,0.06174735,0.00008673093,0.00009375729,0.00004934776,0.00839238],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01091903,"threshold_uncertainty_score":0.01269436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032511662638452,"score_gpt":0.4291927508387514,"score_spread":0.3259415845749062,"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."}}