{"id":"W4367555220","doi":"10.1503/cmaj.221427","title":"An approach to treating older adults with chronic kidney disease","year":2023,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Kidney disease; Medicine; Older people; Gerontology; Chronic disease; Multiple Chronic Conditions; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00109707,0.001138598,0.001288185,0.001937711,0.0004671316,0.001196439,0.00122601,0.001920201,0.00758723],"category_scores_gemma":[0.002654489,0.0002096155,0.001283996,0.00112007,0.0004092933,0.001631435,0.0009974773,0.003884447,0.002164842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009469737,"about_ca_system_score_gemma":0.00250129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904777,"about_ca_topic_score_gemma":0.009068114,"domain_scores_codex":[0.9992771,0.0002038875,0.0001211248,0.00007123579,0.0002870781,0.00003955571],"domain_scores_gemma":[0.9993285,0.0002643096,0.0001155411,0.00001235062,0.0002123174,0.00006705392],"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":[0.00005627351,0.00009932102,0.0001253168,0.03408786,0.0001542251,0.00008744369,0.00009999935,0.0001580786,0.0002389444,0.003360351,0.1013511,0.860181],"study_design_scores_gemma":[0.00009004055,0.0001245921,0.001162881,0.09111442,0.0004393027,0.001111921,0.0001959078,0.0001089739,0.0001148681,0.003613018,0.9019011,0.00002299309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006117932,0.9944639,0.0002018857,0.002658551,0.0009776092,0.0000277777,0.00002825305,0.00001162357,0.001569293],"genre_scores_gemma":[0.0007259897,0.9947816,0.0006527486,0.002362224,0.0006463111,0.00002836214,0.00003404976,0.000002187251,0.0007666465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00758723,"threshold_uncertainty_score":0.0253818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452926241909383,"score_gpt":0.2839328481199473,"score_spread":0.2694035857008535,"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."}}