{"id":"W2574817830","doi":"10.1182/blood.v106.11.4556.4556","title":"Epidemiology of Fungal Infections in Hematological Malignancies in Italy: SEIFEM-2004 Study (Sorveglianza Epidemiologica Infezioni Fungine Nelle Emopatie Maligne).","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Incidence (geometry); Medicine; Internal medicine; Epidemiology; Fusariosis; Mucormycosis; Population; Mucorales; Aspergillosis; Gastroenterology; Surgery; Fusarium; 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":[0.000656497,0.0003096832,0.0002584035,0.000952033,0.000184461,0.0005128307,0.000300394,0.000396383,0.001155361],"category_scores_gemma":[0.001083074,0.0002656654,0.0003677122,0.001213499,0.0001827421,0.0002732482,0.0003780657,0.0003156375,0.0003011959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017454,"about_ca_system_score_gemma":0.0003214746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854579,"about_ca_topic_score_gemma":0.005091261,"domain_scores_codex":[0.9996061,0.0001299167,0.00004312165,0.00009029248,0.00006530167,0.00006529034],"domain_scores_gemma":[0.9989234,0.0001058421,0.0006578605,0.00008148573,0.0000847885,0.0001466855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005004571,0.00001971625,0.9987428,0.00001291853,0.00001963541,0.00005745884,0.00002961589,0.00001587182,0.0001075337,0.000005178471,0.0001358698,0.0008034981],"study_design_scores_gemma":[0.000005882177,0.00005350073,0.9993473,0.000007354313,0.00001171861,0.0002843773,0.00003786985,0.00004970024,0.00002167938,0.000002677686,0.0001770943,8.024245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977112,0.0005758015,0.00008447234,0.00005164523,0.000006397916,0.00002368048,0.0009698606,0.000003569184,0.0005732433],"genre_scores_gemma":[0.9982749,0.0003662825,0.0001209371,0.00005015717,0.00003357724,0.0000246247,0.001001367,0.000002452288,0.0001256898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004854579,"threshold_uncertainty_score":0.009652674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485807273326791,"score_gpt":0.3232025400607063,"score_spread":0.2746218127280272,"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."}}