{"id":"W2782717447","doi":"10.1002/pbc.26952","title":"Effectiveness of antibacterial prophylaxis during induction chemotherapy in children with acute lymphoblastic leukemia","year":2018,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; McMaster Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; Ontario Clinical Oncology Group; Université de Montréal","funders":"","keywords":"Medicine; Bacteremia; Internal medicine; Antibiotic prophylaxis; Antibiotics; Induction chemotherapy; Prednisone; Vincristine; Blood culture; Incidence (geometry); Chemotherapy; Blood cancer; Surgery; Gastroenterology; Cancer; Cyclophosphamide","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":[0.00009502974,0.0001706614,0.0003362783,0.0002235006,0.00006300824,0.00001083736,0.00006730195,0.00009840886,0.0001221335],"category_scores_gemma":[0.000008400535,0.0001367481,0.00005453432,0.0007985777,0.00009571111,0.0001157545,0.00002031531,0.0001592443,0.000006329235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371112,"about_ca_system_score_gemma":0.0005889657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009501652,"about_ca_topic_score_gemma":0.00005882726,"domain_scores_codex":[0.9989755,0.00004800187,0.0002128925,0.0003230865,0.0001974284,0.0002431045],"domain_scores_gemma":[0.9994487,0.00001567145,0.0001246409,0.0002078193,0.0001330308,0.00007014628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002137851,0.0001896864,0.8822526,0.0002811637,0.0002790821,0.000006607301,0.00009113109,0.00001334506,0.1142498,0.00000500551,0.000009410159,0.0004842777],"study_design_scores_gemma":[0.006897731,0.001201172,0.8127161,0.0001121206,0.000542778,0.0001524362,0.000003340161,0.000001113152,0.1782341,0.000005917949,0.000006329027,0.0001268469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985609,0.0001897444,0.00001709783,0.00001810442,0.0003490826,0.0006988841,0.00001717915,0.00004402616,0.0001049658],"genre_scores_gemma":[0.9972065,0.0005580961,0.00005333038,0.00001626644,0.001938253,0.0001474482,0.000006074155,0.00003640325,0.00003759297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06953648,"threshold_uncertainty_score":0.5576428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00463590318205666,"score_gpt":0.2424483841203253,"score_spread":0.2378124809382686,"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."}}