{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004949942,0.0001776548,0.0004184032,0.000410105,0.0003771533,0.0004606959,0.000191758,0.0005125407,0.001216236],"category_scores_gemma":[0.004683663,0.0001407594,0.0002272318,0.0004685663,0.0001660302,0.0003769793,0.0001596112,0.0007635127,0.0001272834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219297,"about_ca_system_score_gemma":0.0005931734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006371882,"about_ca_topic_score_gemma":0.001522879,"domain_scores_codex":[0.9996008,0.0001806587,0.00006438022,0.00002771225,0.00008088507,0.00004561264],"domain_scores_gemma":[0.9986331,0.0006912336,0.0002947693,0.00004802124,0.00006652177,0.0002663067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005122326,0.0008144838,0.8652315,0.000268692,0.0001819475,0.008695772,0.0004220218,0.0004000423,0.00643047,0.0003489396,0.003552797,0.108531],"study_design_scores_gemma":[0.0004382663,0.004355955,0.9527739,0.0003115141,0.0003889818,0.02792701,0.0007633708,0.00151623,0.003010984,0.0004403434,0.008049397,0.00002413487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9743767,0.01721715,0.0002096472,0.001333825,0.0001252185,0.00002692656,0.0001058385,0.00002008401,0.006584598],"genre_scores_gemma":[0.9960427,0.002978068,0.0001900133,0.0003223314,0.0001307889,0.00001206041,0.00008279925,0.000003019796,0.0002381697],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001216236,"threshold_uncertainty_score":0.004068732,"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."}}