{"id":"W2027717170","doi":"10.2147/cia.s43817","title":"Ageism vs the technical imperative applying the GRADE framework to the evidence on hemodialysis in very elderly patients","year":2013,"lang":"en","type":"review","venue":"Clinical Interventions in Aging","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Medicine; Hemodialysis; Intensive care medicine; MEDLINE; Internal medicine; Gerontology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004298875,0.0004105797,0.001579417,0.000366009,0.0002360799,0.0002255419,0.001134791,0.0002838652,0.0001665332],"category_scores_gemma":[0.006269211,0.0001724214,0.003029774,0.001406266,0.0002727897,0.00007819733,0.000743326,0.002530863,0.0003466985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697513,"about_ca_system_score_gemma":0.00008383868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007681854,"about_ca_topic_score_gemma":0.0001195514,"domain_scores_codex":[0.9939816,0.001963864,0.00235932,0.0007388046,0.000557287,0.0003991424],"domain_scores_gemma":[0.9918067,0.00590495,0.0005356393,0.001513846,0.00009602276,0.000142811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002154326,0.0009630019,0.0006162431,0.001641834,0.0003658904,0.00001976145,0.0001367222,0.00003415727,2.63116e-8,0.0006327386,0.004378554,0.9911895],"study_design_scores_gemma":[0.0006445833,0.0007402706,0.01562569,0.2726972,0.004337651,0.000002703016,0.0003827259,0.0001441245,2.457801e-7,0.0009450722,0.7039856,0.0004941651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001371195,0.9744241,0.001906784,0.009860913,0.001345457,0.01038877,0.00001836602,0.00005542136,0.0006289989],"genre_scores_gemma":[0.03265809,0.9560506,0.0003143916,0.002760142,0.0005771799,0.006962114,0.00004872067,0.00005602302,0.0005727531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9906954,"threshold_uncertainty_score":0.9997703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238741840936987,"score_gpt":0.4955643292289171,"score_spread":0.2716901451352183,"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."}}