{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002218831,0.000225048,0.0004211103,0.0003085349,0.0003837171,0.000008504609,0.0001164095,0.0001423667,0.00009481942],"category_scores_gemma":[0.0001466564,0.0001746653,0.0000867581,0.001039608,0.00004905669,0.0001380688,0.00004190646,0.0004270496,0.000005155405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007039377,"about_ca_system_score_gemma":0.002312071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007821253,"about_ca_topic_score_gemma":0.007955633,"domain_scores_codex":[0.9978023,0.0001901132,0.0006965701,0.0003657713,0.000315041,0.0006301994],"domain_scores_gemma":[0.9989515,0.0001705135,0.0003453312,0.0002344673,0.0001365651,0.0001616452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008709099,0.001315081,0.9891447,0.00003906968,0.0002483518,0.000005058647,0.005111264,0.00385555,0.00006738117,0.00003091442,0.00004564635,0.00004993407],"study_design_scores_gemma":[0.007283687,0.0006529907,0.9895273,0.00006163045,0.001296912,0.000005413124,0.0007195655,0.00002015472,0.0001095136,0.0000157969,0.00007278199,0.0002342858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978094,0.0003402475,0.00005255124,0.0000179386,0.0002804559,0.000912204,0.0002230757,0.00004404726,0.0003201049],"genre_scores_gemma":[0.999017,0.0003078661,0.00005643985,0.0000499069,0.0003362148,0.0001166973,0.00003156828,0.00002260841,0.00006172599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007196596,"threshold_uncertainty_score":0.9987857,"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."}}