{"id":"W2898866449","doi":"10.1159/000493549","title":"Vascular Calcification Markers and Hemodialysis Vascular Access Complications","year":2018,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University Health Network","funders":"Dialysis Clinics; American Society of Diagnostic and Interventional Nephrology","keywords":"Medicine; Hemodialysis; Vascular access; Vascular disease; Calcification; Kidney disease; Internal medicine; Intensive care 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":[0.0005382085,0.0002256738,0.0002742588,0.000449547,0.0002161173,0.0006004428,0.0001870362,0.0002879812,0.001165645],"category_scores_gemma":[0.002266846,0.0001162153,0.00037248,0.0006652242,0.0001753094,0.000182532,0.0002624637,0.0006766762,0.00007206656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202153,"about_ca_system_score_gemma":0.0002691664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719324,"about_ca_topic_score_gemma":0.001542359,"domain_scores_codex":[0.9996951,0.0000902802,0.00003763041,0.00005454616,0.00008314059,0.00003932508],"domain_scores_gemma":[0.9977911,0.0004791735,0.001249258,0.00006602572,0.0001623601,0.0002520835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381249,0.000024705,0.9977353,0.00002115359,0.0001043247,0.00003380292,0.00001736658,0.00002752935,0.0001446118,0.00001662773,0.00003507959,0.001701435],"study_design_scores_gemma":[0.000008612604,0.0001057206,0.9988096,0.00001838081,0.0001055842,0.0003791286,0.00003117091,0.0001621783,0.0001301627,0.0000608826,0.0001857832,0.00000282746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961772,0.002914889,0.0001556672,0.00009870889,0.00001070525,0.000005195899,0.000197425,0.000004554721,0.0004356773],"genre_scores_gemma":[0.9992749,0.000418008,0.0001155604,0.00001512549,0.00001540564,0.000003053875,0.00008860322,6.622317e-7,0.00006869002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001719324,"threshold_uncertainty_score":0.003899515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773624357646407,"score_gpt":0.3160598066811431,"score_spread":0.2983235631046791,"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."}}