{"id":"W4417018347","doi":"10.1182/blood-2025-4905","title":"Elucidating the chronological relationship between central venous line dysfunction, infection and thrombosis in children with cancer: A preliminary analysis","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Children's Hospital of Eastern Ontario; University of Ottawa; Kingston Health Sciences Centre; McMaster University Medical Centre; Hospital for Sick Children; Public Health Ontario; University of Toronto; London Health Sciences Centre; Queen's University; McMaster Children's Hospital","funders":"","keywords":"Prospective cohort study; Cancer; Venous thrombosis; Thrombosis; Central line; Cohort; Thrombus; Cohort study; Pediatric cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000858128,0.0003702554,0.0003377176,0.001858081,0.0005400206,0.0006381572,0.0006183824,0.0003448866,0.002194657],"category_scores_gemma":[0.002702236,0.0002628361,0.0008241059,0.002359859,0.0002868727,0.0004551852,0.0005989852,0.0003822374,0.0001821433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009953154,"about_ca_system_score_gemma":0.001758244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06086039,"about_ca_topic_score_gemma":0.07387402,"domain_scores_codex":[0.999507,0.0001049848,0.00006469846,0.0001005302,0.00008658312,0.0001361849],"domain_scores_gemma":[0.9975727,0.0006785838,0.0008865324,0.0001667601,0.0003973426,0.0002980176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006245822,0.000005757503,0.999418,0.000006061304,0.00001212463,0.00003053781,0.00003862006,0.00001628289,0.00004551748,0.000005716981,0.00001784174,0.0003410973],"study_design_scores_gemma":[0.000003716486,0.00007719499,0.9992979,0.000004801965,0.00002079711,0.0001096165,0.0001732969,0.0001212588,0.00002948714,0.000005818291,0.0001544949,0.000001664633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980101,0.0003579815,0.0001782368,0.00001850049,0.000002834918,0.00003106551,0.001162807,0.00000321429,0.0002351937],"genre_scores_gemma":[0.997784,0.0002506902,0.0003939828,0.000009981144,0.000008394873,0.00004612836,0.001386934,0.000002276261,0.0001176904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06086039,"threshold_uncertainty_score":0.1210123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371839434744499,"score_gpt":0.3412873545897604,"score_spread":0.3041034111153105,"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."}}