{"id":"W2115092771","doi":"10.1503/cmaj.100349","title":"Association between estimated glomerular filtration rate at initiation of dialysis and mortality","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Renal function; Dialysis; Mortality rate; Medicine; Association (psychology); Computer science; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003321041,0.000111677,0.0003513415,0.0002523263,0.0001955129,0.00006383317,0.00007013082,0.0003590995,0.002259578],"category_scores_gemma":[0.004438718,0.00009969361,0.0001384917,0.0003158326,0.00003175319,0.0001376642,0.00001807004,0.0005063209,0.00003268585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755738,"about_ca_system_score_gemma":0.0007210407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236409,"about_ca_topic_score_gemma":0.01424555,"domain_scores_codex":[0.9975109,0.0002048991,0.0005896435,0.0001580959,0.001258262,0.0002781877],"domain_scores_gemma":[0.9974343,0.000213638,0.0005857744,0.0001112041,0.0005682659,0.001086799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000863652,0.00003434773,0.9816022,0.00002833472,0.0008026483,0.0000391048,0.0001093516,0.00000389194,0.0008628239,0.00008054349,0.007843365,0.008584746],"study_design_scores_gemma":[0.0009249012,0.00003705686,0.9865676,0.00004583426,0.0009187101,0.000008856476,0.00003569476,0.0007434412,0.0003702696,0.0001598962,0.01009137,0.00009643223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880165,0.00004592471,0.00008643686,0.009302626,0.00033885,0.000144234,0.00005853736,0.00001363237,0.00199325],"genre_scores_gemma":[0.9971355,0.000142354,0.0001130953,0.001192064,0.0008251846,0.000004904884,0.0001907668,0.00001079106,0.0003854002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300914,"threshold_uncertainty_score":0.9986525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137461051277648,"score_gpt":0.2707244355020935,"score_spread":0.2569783303743287,"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."}}