{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019583,0.0002033343,0.0002367878,0.0005985221,0.0001993138,0.0004748787,0.0004401093,0.0002919203,0.001287887],"category_scores_gemma":[0.004860668,0.0001077867,0.00037375,0.0006545637,0.0002615836,0.0001907555,0.0002371206,0.0009904258,0.00009095752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203712,"about_ca_system_score_gemma":0.00181082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07450519,"about_ca_topic_score_gemma":0.05830631,"domain_scores_codex":[0.9994735,0.00008697183,0.0000370957,0.0001078804,0.000168567,0.0001260654],"domain_scores_gemma":[0.995123,0.001247833,0.001865833,0.0001757993,0.0008372701,0.0007503551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008138032,0.00001104222,0.9985991,0.0000127415,0.0000895836,0.00002149207,0.00001256766,0.0001099951,0.00005876807,0.00001865215,0.0001199599,0.0008646535],"study_design_scores_gemma":[0.000002383985,0.00001756949,0.9995313,0.000006270946,0.00003025667,0.00006369805,0.0000101304,0.0002034807,0.00002308223,0.00001721008,0.00009216124,0.000002511987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953934,0.002024791,0.0002996322,0.0002607307,0.0000159851,0.00000883814,0.001186991,0.00001939092,0.0007902381],"genre_scores_gemma":[0.9989047,0.00029052,0.00009933548,0.00002136561,0.00001515342,0.000004193637,0.0005542937,0.000002123526,0.0001083107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07450519,"threshold_uncertainty_score":0.1481431,"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."}}