{"id":"W1982040518","doi":"10.1053/j.ajkd.2014.09.024","title":"Integrating Guidelines, CKD, Multimorbidity, and Older Adults","year":2014,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Multimorbidity; Comorbidity; MEDLINE; Gerontology; Intensive care medicine; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.002974109,0.001080934,0.002461397,0.003988012,0.0005086661,0.001637976,0.001265575,0.001894403,0.002143672],"category_scores_gemma":[0.008098054,0.0004531445,0.001736191,0.004780487,0.0005171371,0.001799988,0.001299118,0.002466186,0.0003196543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808514,"about_ca_system_score_gemma":0.007816921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283876,"about_ca_topic_score_gemma":0.03827717,"domain_scores_codex":[0.9986672,0.0003820878,0.0002890503,0.0001145908,0.0004725237,0.0000744916],"domain_scores_gemma":[0.9968976,0.001689055,0.000596676,0.00003524437,0.0006388488,0.0001424945],"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":[0.00005981539,0.0001156483,0.001918763,0.05939032,0.0009358012,0.00008175833,0.0001129576,0.0002582154,0.0001196226,0.002516518,0.03159092,0.9028997],"study_design_scores_gemma":[0.0002374909,0.0002245984,0.01917494,0.2574791,0.00695629,0.001351263,0.000577601,0.0006132825,0.0002424238,0.00702919,0.7060135,0.000100273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001081022,0.998481,0.00006513033,0.000846824,0.0001445838,0.000009876951,0.00001938318,0.000003284362,0.0003218485],"genre_scores_gemma":[0.001296412,0.9971247,0.0004960274,0.0007508928,0.0001742715,0.00001697327,0.0000376973,7.83729e-7,0.0001021236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01283876,"threshold_uncertainty_score":0.02552801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708678272460134,"score_gpt":0.4003741032848804,"score_spread":0.3532873205602791,"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."}}