{"id":"W1992780942","doi":"10.1053/ajkd.2002.33391","title":"Studies of prognostic factors in end-stage renal disease: An epidemiological and statistical critique","year":2002,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université du Québec à Montréal; Dalhousie University","funders":"","keywords":"Medicine; Epidemiology; End stage renal disease; Kidney disease; Disease; Internal medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6499794,0.003164572,0.008052483,0.009036423,0.005996168,0.009709298,0.0144098,0.009130425,0.004659889],"category_scores_gemma":[0.8684468,0.003046482,0.008434254,0.01321064,0.03056359,0.01321645,0.009441038,0.01135583,0.001080933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003939097,"about_ca_system_score_gemma":0.008714338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149713,"about_ca_topic_score_gemma":0.01166592,"domain_scores_codex":[0.2864013,0.6070307,0.0387154,0.02238447,0.0439664,0.001501748],"domain_scores_gemma":[0.03500556,0.9154772,0.008929342,0.02800876,0.01160189,0.0009773268],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005854421,0.0006305847,0.3608549,0.01504718,0.0561508,0.001266121,0.008607054,0.009947981,0.0008724855,0.2323295,0.06951454,0.2389244],"study_design_scores_gemma":[0.00370122,0.002692624,0.1964398,0.01326277,0.02562181,0.004125036,0.007807861,0.03119333,0.002175226,0.573148,0.1390945,0.0007379166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04782254,0.3064613,0.2059833,0.4007607,0.02043805,0.001105439,0.002819469,0.0005607636,0.01404838],"genre_scores_gemma":[0.6852865,0.0385239,0.07680996,0.1319696,0.0600548,0.001828118,0.001413079,0.0005360076,0.003578121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3500206,"threshold_uncertainty_score":0.4316378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437123201330385,"score_gpt":0.3507389062316429,"score_spread":0.3070265860986044,"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."}}