{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001946977,0.0001881498,0.0005946682,0.0002533487,0.00159198,0.00001542301,0.0003614579,0.0005106233,0.0005868367],"category_scores_gemma":[0.0003931627,0.000168273,0.0001455979,0.0001347393,0.0002665906,0.0004246279,0.00002625605,0.0005608103,0.000247368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007492296,"about_ca_system_score_gemma":0.0003412707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003970747,"about_ca_topic_score_gemma":0.00726336,"domain_scores_codex":[0.9969183,0.000584997,0.001243787,0.0003030733,0.0004261746,0.0005236834],"domain_scores_gemma":[0.9969863,0.0005391769,0.001212595,0.0007851703,0.0002605902,0.0002161658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005031933,0.00007942152,0.9790229,0.001077264,0.0003659518,0.00001828468,0.01018042,0.0001437958,0.0008607237,0.00151173,0.002322475,0.003913881],"study_design_scores_gemma":[0.002287174,0.00008933039,0.9914401,0.0001163729,0.001064394,0.000003560151,0.0002086287,0.001239073,0.0004097006,0.0005988998,0.002365192,0.0001775745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811159,0.00006072751,0.01109637,0.001588165,0.0005586932,0.0005237846,0.00008168234,0.00009943537,0.004875233],"genre_scores_gemma":[0.9959311,0.0009144688,0.0004415226,0.001786114,0.000316824,0.0001338852,0.0003236669,0.00001697809,0.0001353872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481525,"threshold_uncertainty_score":0.9997078,"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."}}