{"id":"W4224250247","doi":"10.1097/mph.0000000000002422","title":"Outcome and Determinants of Neutropenic Enterocolitis in Pediatric Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Calprotectin; Pancolitis; Gastroenterology; Internal medicine; Necrotizing enterocolitis; Hypoalbuminemia; Incidence (geometry); Dysbiosis; Enterocolitis; Diarrhea; Gut flora; Cancer; Colorectal cancer; Immunology; Colonoscopy; Inflammatory bowel disease","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":[0.0004911483,0.0001624243,0.001102075,0.000857453,0.00008702509,0.000004247146,0.0001817554,0.0001355096,0.0003294135],"category_scores_gemma":[0.0001219222,0.0001441403,0.000169241,0.0005833966,0.00006411438,0.0001107113,0.000195558,0.0007415926,0.000003374941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747471,"about_ca_system_score_gemma":0.0008602545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007577236,"about_ca_topic_score_gemma":0.0001255805,"domain_scores_codex":[0.9974707,0.0002712538,0.001411635,0.0002076666,0.0003014382,0.0003372972],"domain_scores_gemma":[0.9980742,0.0002347056,0.001143766,0.0001367662,0.0002225471,0.0001880088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004608305,0.0008749887,0.9939595,0.0002041329,0.00003030796,0.0005334763,0.000251914,0.00001095356,0.00003721063,0.00003271245,0.001813428,0.001790482],"study_design_scores_gemma":[0.007414653,0.004505801,0.9785107,0.00001077788,0.0006491202,0.002894411,0.0002045445,0.00000764418,0.0000798102,0.00005317254,0.005532749,0.0001366404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950773,0.00242895,0.000003463563,0.0005342162,0.001236185,0.0003808211,0.00002066496,0.00000659189,0.000311787],"genre_scores_gemma":[0.996034,0.002904801,0.0001070955,0.0003462638,0.0004301377,0.0000819302,0.000001562892,0.00002052731,0.00007367141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544889,"threshold_uncertainty_score":0.5877872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724276711108263,"score_gpt":0.3550955105938895,"score_spread":0.3278527434828069,"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."}}