{"id":"W3119594325","doi":"10.3390/curroncol28010039","title":"Utilization and Complications of Central Venous Access Devices in Oncology Patients","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Niagara Health System; Brock University","funders":"","keywords":"Medicine; Venous access; Incidence (geometry); Bacteremia; Ambulatory; Vascular access; Thrombosis; Retrospective cohort study; Venous thromboembolism; Cohort; Cancer; Bloodstream infection; Surgery; Internal medicine; Catheter; Hemodialysis; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004174712,0.0001606645,0.0002471612,0.0009177317,0.0003099937,0.00070361,0.0002765218,0.000315615,0.001281012],"category_scores_gemma":[0.004614695,0.0001395795,0.0002904044,0.00151846,0.0003173877,0.0004562794,0.0004586667,0.0005216671,0.0001166625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005919684,"about_ca_system_score_gemma":0.0004768858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302568,"about_ca_topic_score_gemma":0.002509721,"domain_scores_codex":[0.9991654,0.0001632762,0.0001656934,0.0001074884,0.0002528364,0.000145312],"domain_scores_gemma":[0.9952403,0.0005913275,0.003414958,0.00007646433,0.0002578106,0.0004191264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004325619,0.00001521131,0.997225,0.00001919602,0.0000209717,0.000205442,0.00005408524,0.00003758145,0.00007010206,0.0000156413,0.0001025032,0.002191032],"study_design_scores_gemma":[0.000004965823,0.0001015281,0.9961035,0.00002933864,0.00001765369,0.002857933,0.0002408496,0.0001323324,0.000105664,0.00001952683,0.0003823432,0.000004447461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973977,0.00154667,0.000114028,0.00009256443,0.000007728735,0.00001051696,0.0002411046,0.0000046398,0.0005851602],"genre_scores_gemma":[0.9990026,0.0005724464,0.00009442115,0.00004299804,0.000015953,0.000007590531,0.0002083329,0.000001752585,0.00005393615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002302568,"threshold_uncertainty_score":0.004578352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2936514773619021,"score_gpt":0.5220766311133038,"score_spread":0.2284251537514017,"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."}}