{"id":"W1989794413","doi":"10.1002/pbc.10450","title":"Factors influencing central line infections in children with acute lymphoblastic leukemia: Results of a single institutional study","year":2003,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; BC Children's Hospital","funders":"","keywords":"Medicine; Lymphoblastic Leukemia; Catheter; Central line; Pediatrics; Infection rate; Leukemia; Population; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251971,0.0003205387,0.0004743544,0.0009821815,0.0004680182,0.0006575226,0.0002718341,0.0003126426,0.001132481],"category_scores_gemma":[0.004358774,0.0003597563,0.0004480409,0.001402006,0.0004567655,0.0005368371,0.0004522339,0.0005418267,0.0001828669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000507601,"about_ca_system_score_gemma":0.0007530191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004139991,"about_ca_topic_score_gemma":0.003926826,"domain_scores_codex":[0.9990151,0.0003529723,0.0001121805,0.0001215703,0.0002172255,0.0001809248],"domain_scores_gemma":[0.9958259,0.001056438,0.001988264,0.0002366937,0.0004227938,0.0004698789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005306518,0.00003207807,0.9992124,0.000004625464,0.00001238872,0.00005307616,0.00008479143,0.000008681865,0.00004602642,0.000002551419,0.00002031107,0.0004698903],"study_design_scores_gemma":[0.00001579071,0.0003267622,0.9980808,0.00000786718,0.00003073456,0.0007778065,0.000472712,0.00005584135,0.00008964912,0.000005594944,0.0001322608,0.000004017507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996623,0.00009818706,0.00004083205,0.000012355,0.000001237258,0.000007833632,0.00008688711,0.000002133027,0.00008832914],"genre_scores_gemma":[0.999563,0.00009854278,0.00009011018,0.00001416134,0.000005453091,0.00001285235,0.0001816502,0.000001892836,0.00003223121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004139991,"threshold_uncertainty_score":0.008231759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606363147686493,"score_gpt":0.3044531774089043,"score_spread":0.2783895459320394,"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."}}