{"id":"W62443755","doi":"10.1155/2007/719794","title":"Routine Surveillance for Bloodstream Infections in a Pediatric Hematopoietic Stem Cell Transplant Cohort: Do Patients Benefit?","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"IWK Health Centre","keywords":"Medicine; Hematopoietic stem cell transplantation; Cohort; Hematopoietic stem cell; Stem cell; Intensive care medicine; Haematopoiesis; Bloodstream infection; Internal medicine; Transplantation; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000858195,0.0001913063,0.0004476098,0.0004490917,0.0003000042,0.0006963935,0.0003133899,0.0005273434,0.002306438],"category_scores_gemma":[0.005349068,0.0001195117,0.0003895366,0.0009129203,0.0003566696,0.0008158141,0.0003392242,0.0006019814,0.0002047604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006615716,"about_ca_system_score_gemma":0.0007542839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005105366,"about_ca_topic_score_gemma":0.00662464,"domain_scores_codex":[0.999509,0.000144294,0.0000377381,0.00006837711,0.0001070567,0.0001335261],"domain_scores_gemma":[0.9974286,0.0005208011,0.001141938,0.00005371228,0.0001412708,0.0007137186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002324579,0.00004340784,0.9939976,0.00002348279,0.00002831688,0.00009936353,0.00006094558,0.00004922507,0.00004530374,0.00002471614,0.0003436606,0.005051559],"study_design_scores_gemma":[0.00003546485,0.0003305393,0.9980381,0.00005374428,0.00004828654,0.0004227599,0.0004168112,0.0001956213,0.00002986417,0.0000698623,0.0003535995,0.000005358672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966373,0.001180908,0.00002765003,0.001207852,0.0000132221,0.00001209176,0.000300195,0.000002268298,0.0006185376],"genre_scores_gemma":[0.998774,0.0006823701,0.00005540785,0.0001362554,0.00003363882,0.000007455667,0.0002593163,0.000001484926,0.0000500132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005105366,"threshold_uncertainty_score":0.01015133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003755255216250955,"score_gpt":0.2180220610727136,"score_spread":0.2142668058564627,"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."}}