{"id":"W2074427450","doi":"10.1002/pbc.21613","title":"Infections in pediatric acute myeloid leukemia: Lessons learned and unresolved questions","year":2008,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute","keywords":"Medicine; Biostatistics; Hematology; Epidemiology; Pediatrics; Internal medicine; Family medicine; Oncology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001301088,0.00028615,0.0004546845,0.0006276244,0.0004025978,0.00002655495,0.00009635328,0.0002113723,0.0002371238],"category_scores_gemma":[0.00007394311,0.0002813157,0.000136145,0.001738949,0.0001067729,0.0002132301,0.00007948695,0.0007639363,0.00005253737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259522,"about_ca_system_score_gemma":0.001382147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442214,"about_ca_topic_score_gemma":0.001489893,"domain_scores_codex":[0.998156,0.00006575391,0.0004218044,0.0005594575,0.0002827149,0.0005143319],"domain_scores_gemma":[0.9989398,0.0001197227,0.0001323066,0.0003477609,0.000146989,0.0003133881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005984407,0.0003907109,0.9936417,0.0001174801,0.00009880953,0.000147165,0.0002657632,0.000139061,0.0003779025,0.0002210664,0.003626898,0.0009135475],"study_design_scores_gemma":[0.005386744,0.000419092,0.980965,0.00003346218,0.003249769,0.0009107725,0.00003438485,0.00003458696,0.0002225621,0.0001682774,0.008112009,0.000463321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984236,0.008534874,0.00005977821,0.00296189,0.0005484203,0.0005035927,0.00005876428,0.0002212608,0.002875442],"genre_scores_gemma":[0.8473765,0.1480339,0.000150454,0.000344467,0.001905145,0.0004538923,0.00001584958,0.00004781606,0.001671911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139499,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132420817778798,"score_gpt":0.3147617119567379,"score_spread":0.2834375037789499,"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."}}