{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001634565,0.00009955449,0.0003682241,0.0001810827,0.00008622993,0.00001500338,0.0001113925,0.00003448072,0.00002705176],"category_scores_gemma":[0.00003836209,0.00007985604,0.0001296837,0.0002897893,0.0005883081,0.0000944872,0.00002759447,0.00009974896,0.00001738454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003292361,"about_ca_system_score_gemma":0.00007027938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217036,"about_ca_topic_score_gemma":0.00001359049,"domain_scores_codex":[0.9991804,0.00009458262,0.000274242,0.0001504996,0.0001442517,0.0001560502],"domain_scores_gemma":[0.9989983,0.00005406301,0.0002989488,0.000241171,0.000252641,0.0001549176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002191491,0.001800419,0.6120005,0.00001743881,0.007500009,0.0001351784,0.001603689,0.00003986793,0.02545955,0.0006953023,0.0307886,0.317768],"study_design_scores_gemma":[0.002117106,0.001793241,0.9582112,0.000005422849,0.0006612472,0.0003408275,0.0002493273,0.0002556482,0.0001092844,0.0003179662,0.03585241,0.00008631553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885218,0.001454052,0.006493737,0.002741397,0.00003650488,0.0001119429,0.00000197398,0.000008206445,0.000630361],"genre_scores_gemma":[0.9937076,0.0009264062,0.002655669,0.002556161,0.0001181574,0.000006220453,0.000006568484,0.00001072916,0.00001250487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462107,"threshold_uncertainty_score":0.3256435,"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."}}