{"id":"W2735710351","doi":"10.1093/ndt/gfx212","title":"Risk and complications of venous thromboembolism in dialysis patients","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Western University; St. Michael's Hospital; University of Alberta; McMaster University; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Venous thromboembolism; Dialysis; Hemodialysis; Complication; Intensive care medicine; Internal medicine; Thrombosis","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":[0.0002250995,0.0001420927,0.0006938214,0.0002803263,0.0002436069,0.00002207893,0.0001366939,0.0001225485,0.00002942931],"category_scores_gemma":[0.00006475763,0.0001370953,0.0001055968,0.0001105951,0.0002197038,0.0001125861,0.00002590467,0.0001286323,0.000009759968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002588256,"about_ca_system_score_gemma":0.00002280162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580142,"about_ca_topic_score_gemma":0.002078408,"domain_scores_codex":[0.9988263,0.00008769531,0.0003981475,0.0003137586,0.0001725786,0.0002015722],"domain_scores_gemma":[0.9988964,0.000100036,0.0003403529,0.0005002753,0.0000942355,0.00006869262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574673,0.001513506,0.9572383,0.0001541057,0.0004310891,0.00001037174,0.002636853,0.00008707283,0.001416059,0.0009983408,0.00005664993,0.03530018],"study_design_scores_gemma":[0.002565861,0.0002334527,0.9937685,0.00003795325,0.001860302,0.000002465265,0.00003273729,0.0001820688,0.0003928064,0.0006013678,0.0002194499,0.0001031027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962204,0.0000811604,0.0004811565,0.0005818316,0.00006903747,0.0004726183,0.00006080075,0.00002135685,0.002011623],"genre_scores_gemma":[0.99571,0.00323362,0.0004077905,0.0003012895,0.00003795857,0.0000747681,0.0002123704,0.00001426943,0.000007926598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03653013,"threshold_uncertainty_score":0.5590585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265457434653386,"score_gpt":0.2678144621477438,"score_spread":0.2551598878012099,"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."}}