{"id":"W2157001590","doi":"10.1002/pbc.23416","title":"Prevention of bacterial infection in pediatric oncology: What do we know, what can we learn?","year":2011,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Blood cancer; Pediatric oncology; Intensive care medicine; Sepsis; Pediatric cancer; Antimicrobial; Cancer; Cancer therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008221921,0.0009350859,0.003385257,0.00149774,0.001134014,0.00388351,0.002188757,0.006522638,0.003830793],"category_scores_gemma":[0.03232761,0.0004977773,0.001206152,0.001220231,0.00192956,0.007631282,0.001284615,0.006578921,0.00138383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206776,"about_ca_system_score_gemma":0.005103316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005818677,"about_ca_topic_score_gemma":0.009329679,"domain_scores_codex":[0.9970688,0.001340458,0.0004790304,0.0002144562,0.0007003986,0.000196807],"domain_scores_gemma":[0.9761319,0.01565423,0.002276669,0.0004816846,0.00340408,0.002051381],"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":[0.0002966625,0.0005214615,0.007229351,0.01570531,0.0002710701,0.0006136418,0.0005589767,0.0004921554,0.0002068561,0.003059757,0.06459074,0.9064539],"study_design_scores_gemma":[0.0007784552,0.004255373,0.06777143,0.1403745,0.002123642,0.009575143,0.01250218,0.002333394,0.001337615,0.04205813,0.7164196,0.0004705739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002119001,0.8423928,0.0006246179,0.1503641,0.00219967,0.00003743746,0.00007268197,0.00006221818,0.002127567],"genre_scores_gemma":[0.01225013,0.9610873,0.001765732,0.01715372,0.007256261,0.00007085652,0.00005557668,0.00001109616,0.0003493749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008221921,"threshold_uncertainty_score":0.04348218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771475301843947,"score_gpt":0.3024251522001354,"score_spread":0.274710399181696,"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."}}