{"id":"W2341995621","doi":"10.1093/ofid/ofu052.296","title":"430Patients with Prolonged (>10 days) Neutropenia Displayed Similar IFI Rates Regardless of Hematologic Diagnosis and Chemotherapy Status: A Challenge to Antifungal Prophylaxis Decisions","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Neutropenia; Antifungal; Hematologic Neoplasms; Internal medicine; Intensive care medicine; Chemotherapy; Echinocandins; Voriconazole; Caspofungin; Dermatology; Cancer","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":[0.0001467418,0.0003593064,0.0008717926,0.000200888,0.0004553056,0.0001275194,0.0001744247,0.00009538203,0.0001736017],"category_scores_gemma":[0.0006536039,0.0002443998,0.0001101303,0.0004527555,0.0002073443,0.000248435,0.0003086291,0.0001492786,0.00002150667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006126751,"about_ca_system_score_gemma":0.00009154678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002613986,"about_ca_topic_score_gemma":0.0006019658,"domain_scores_codex":[0.9981022,0.000121885,0.0003991217,0.000596793,0.0002945688,0.0004854286],"domain_scores_gemma":[0.9981591,0.0003639366,0.0001972782,0.0005271613,0.0003668491,0.0003856866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001831957,0.002109391,0.984594,0.0001752199,0.0003470762,0.0000190786,0.00030638,0.00002777373,0.0001983804,0.0003910699,0.003191302,0.006808314],"study_design_scores_gemma":[0.008441517,0.01830361,0.9572963,0.0009933946,0.0004729283,0.00006929577,0.000537177,0.0001706367,0.002128142,0.0006251931,0.01026682,0.0006950343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916531,0.0006014929,0.0001222529,0.001086087,0.00008755567,0.002698081,0.0001374972,0.00008184157,0.003532121],"genre_scores_gemma":[0.9970927,0.000856872,0.0002359745,0.0004756671,0.00003025178,0.001014413,0.0000418977,0.00005272288,0.000199526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02729781,"threshold_uncertainty_score":0.9966336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779196351849282,"score_gpt":0.2923309917720471,"score_spread":0.2745390282535543,"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."}}