{"id":"W1973564586","doi":"10.1007/s11908-006-0029-1","title":"Empiric antifungal therapy in neutropenic cancer patients","year":2006,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Caspofungin; Amphotericin B; Voriconazole; Fluconazole; Itraconazole; Neutropenia; Amphotericin B deoxycholate; Medicine; Discontinuation; Aspergillosis; Empiric therapy; Internal medicine; Pharmacology; Antifungal; Chemotherapy; Biology; Immunology; Antibiotics; Microbiology; Dermatology","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":[0.0001892251,0.0002288122,0.0003526674,0.0001550277,0.0000824415,0.00003214366,0.00003976375,0.00006546661,0.0003479214],"category_scores_gemma":[0.0001263138,0.0001925475,0.0002197223,0.0003922792,0.00005101282,0.0001332458,0.00002917611,0.0002661083,0.00002670944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755471,"about_ca_system_score_gemma":0.000435622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003983012,"about_ca_topic_score_gemma":0.0002554374,"domain_scores_codex":[0.9979621,0.00005914142,0.0005732773,0.0005347201,0.0004601426,0.0004106337],"domain_scores_gemma":[0.9988173,0.00002917814,0.0002341909,0.0004424235,0.0002344191,0.0002425133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001978696,0.002319579,0.9841142,0.0001344078,0.00002025318,0.0003259119,0.00001181518,0.00002012205,0.0001800068,0.000009571802,0.004770723,0.007895536],"study_design_scores_gemma":[0.001188878,0.0000975094,0.9864084,0.0001706721,0.0000588474,0.000009076488,0.000001968786,0.00001375554,0.0001383682,0.0002460587,0.01146988,0.0001965952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989556,0.00652911,0.000006721471,0.00007429581,0.001165504,0.0007724065,0.00001520317,0.0001120878,0.001768729],"genre_scores_gemma":[0.997671,0.00126595,0.000001391268,0.0001088408,0.0002740436,0.0001090273,0.0001032862,0.00002773625,0.0004386887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008115093,"threshold_uncertainty_score":0.7851859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176789907982682,"score_gpt":0.3140801852295152,"score_spread":0.296401194431247,"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."}}