{"id":"W2884090108","doi":"10.1007/s00270-018-2031-z","title":"A Prospective Clinical Study of a Percutaneous Vascular Access System for Hemodialysis Catheters","year":2018,"lang":"en","type":"article","venue":"CardioVascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Lakeridge Health; University of Toronto; University Health Network","funders":"Health Canada","keywords":"Medicine; Catheter; Hemodialysis; Surgery; Percutaneous; Hemodialysis Catheter; Prospective cohort study; Adverse effect; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001642921,0.0007993437,0.000855941,0.001131344,0.003023929,0.00245177,0.000683905,0.00227219,0.004187538],"category_scores_gemma":[0.006071971,0.001173853,0.0008504915,0.001315354,0.001789156,0.001824926,0.001126951,0.002472385,0.001340097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007815924,"about_ca_system_score_gemma":0.001756218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006559562,"about_ca_topic_score_gemma":0.006831408,"domain_scores_codex":[0.9980294,0.0007678776,0.0001718343,0.0004334921,0.0002473581,0.0003501032],"domain_scores_gemma":[0.9935402,0.002023837,0.001149079,0.0005863941,0.0008890773,0.001811313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009569101,0.002442054,0.993495,0.00001375639,0.0000512763,0.001131042,0.0006708719,0.00002420135,0.0005189897,0.00005817136,0.00007550027,0.0005622383],"study_design_scores_gemma":[0.0002201472,0.008989753,0.9825044,0.00001557224,0.00008637993,0.002711832,0.004261075,0.0002415938,0.0001823,0.00009694865,0.0006417217,0.00004821708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991121,0.000089986,0.00007390422,0.00003427599,0.00001008225,0.00006158244,0.00008516965,0.000002129334,0.0005306845],"genre_scores_gemma":[0.9987639,0.00009737776,0.0001171366,0.000142555,0.0000370606,0.00005303226,0.0002244689,0.000005370543,0.0005591158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006559562,"threshold_uncertainty_score":0.01400864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0705186662528293,"score_gpt":0.4092353594231644,"score_spread":0.3387166931703351,"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."}}