{"id":"W4200405570","doi":"10.14740/wjon1410","title":"Infections in Hospitalized Cancer Patients","year":2021,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malignancy; Cancer; Cytopenia; Intensive care medicine; Radiation therapy; Adverse effect; Antibiotics; Cancer treatment; Cancer therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002028592,0.0002114985,0.002424949,0.0009072347,0.00004055572,0.00001173237,0.0001002279,0.0001951403,0.001220025],"category_scores_gemma":[0.00009896929,0.0001613126,0.0007086937,0.001026591,0.00005300959,0.00006321698,0.00004323484,0.001152485,0.00001853984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583162,"about_ca_system_score_gemma":0.003206059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006343732,"about_ca_topic_score_gemma":0.0008506691,"domain_scores_codex":[0.9981558,0.0002416122,0.001049377,0.0001623482,0.0001776481,0.0002132523],"domain_scores_gemma":[0.9983014,0.0001576893,0.0008868027,0.0001493882,0.0003566905,0.0001479547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002166327,0.001098734,0.009833203,0.001305353,0.0004309089,0.0003795367,0.00003038065,0.000001892078,2.425498e-7,0.00007126562,0.01283412,0.9739927],"study_design_scores_gemma":[0.001876944,0.0009000449,0.001177542,0.01110969,0.001742395,0.0008065517,0.000004233856,4.396324e-8,3.036165e-7,0.000009251915,0.9822525,0.0001204895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003238471,0.987243,0.000002636547,0.0003159247,0.003008943,0.0003667083,0.00001022857,0.000006588177,0.008722118],"genre_scores_gemma":[0.0001562892,0.9970604,0.00006460835,0.0002142223,0.0006731175,0.00008013944,0.00001410507,0.00003291375,0.001704216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738722,"threshold_uncertainty_score":0.999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777201459279189,"score_gpt":0.4273897218284806,"score_spread":0.3796177072356887,"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."}}