{"id":"W3032222154","doi":"10.1182/blood.v130.suppl_1.2294.2294","title":"Utility of Computed Tomography for the Diagnosis of Invasive Aspergillosis in Hematological Malignancy","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Aspergillosis; Computed tomography; Medicine; Hematologic Neoplasms; Malignancy; Hematological malignancy; Hematologic malignancy; Pathogenic organism; Radiology; Pathology; Internal medicine; Cancer; Immunology; Biology","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":[0.0009780336,0.0007892934,0.0003931065,0.003023165,0.0004425828,0.000944153,0.0007039778,0.001092022,0.001910748],"category_scores_gemma":[0.006603668,0.0003026564,0.0004239488,0.0008169346,0.0007614909,0.00115343,0.0003647227,0.001255337,0.0006177279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300877,"about_ca_system_score_gemma":0.000900466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292595,"about_ca_topic_score_gemma":0.003547929,"domain_scores_codex":[0.9994416,0.0002023165,0.0000871095,0.00004159439,0.0001497977,0.00007762041],"domain_scores_gemma":[0.9981024,0.0009781513,0.000178904,0.0001703847,0.0003300248,0.0002401673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294281,0.0002684159,0.792514,0.0002604164,0.000126608,0.1018792,0.0003459961,0.001018614,0.02876826,0.001174261,0.00293789,0.06941214],"study_design_scores_gemma":[0.0001000496,0.0009140992,0.5404782,0.0009185941,0.000661518,0.3749586,0.001998086,0.0214406,0.04120972,0.003170726,0.01405818,0.0000917487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159006,0.03848631,0.007119512,0.005060703,0.0003950105,0.0001700169,0.000520963,0.0002242026,0.03212264],"genre_scores_gemma":[0.9915248,0.004832777,0.002354697,0.0004537569,0.0002759012,0.00001076549,0.00009815517,0.00001315172,0.0004359913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003023165,"threshold_uncertainty_score":0.006392062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858335193690119,"score_gpt":0.3068089083443682,"score_spread":0.258225556407467,"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."}}