{"id":"W2617369015","doi":"10.1093/ndt/gfx154.sp658","title":"SP658DIALYSIS WITHDRAWAL: CAUSE OF MORTALITY ALONG A DECADE (2004-2014)","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004568217,0.0002767367,0.0002753812,0.001041239,0.0002948371,0.0004942705,0.0004021339,0.0003267574,0.002395254],"category_scores_gemma":[0.001089078,0.0001628477,0.0005516094,0.001919018,0.0001541428,0.0003511558,0.0005795123,0.0004876725,0.0004734162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005971282,"about_ca_system_score_gemma":0.0006358423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559413,"about_ca_topic_score_gemma":0.0111901,"domain_scores_codex":[0.9996517,0.00005481458,0.00005160449,0.00007993315,0.00008647122,0.00007545607],"domain_scores_gemma":[0.9987979,0.00007788799,0.0006762701,0.00004557495,0.0002262794,0.0001761629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116214,0.000008013307,0.9973014,0.00002863877,0.00004266505,0.00003157579,0.000021072,0.00003451544,0.000060415,0.00001056956,0.000672748,0.001676789],"study_design_scores_gemma":[0.000004412369,0.00002996102,0.9992372,0.0000130404,0.00002261943,0.0001246997,0.00004365189,0.00006533461,0.00002472575,0.000008161996,0.0004245394,0.000001649145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987864,0.002538934,0.0001012153,0.0002323758,0.00003594084,0.000008929351,0.008061095,0.00002460207,0.001132899],"genre_scores_gemma":[0.9915704,0.0009378713,0.00005259935,0.0000434344,0.00005530716,0.0000104651,0.006703179,0.000004643889,0.000622138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01559413,"threshold_uncertainty_score":0.03100669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141473112704311,"score_gpt":0.4282665728787322,"score_spread":0.3141192616083011,"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."}}