{"id":"W4229031583","doi":"10.1093/ndt/gfac066.097","title":"MO195: Kidney Function and the Risk of Heart Failure Among Older Adults: A Prospective Population-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Renal function; Prospective cohort study; Body mass index; Population; Cohort study; Kidney disease; Cohort; Proportional hazards model; Anthropometry; Internal medicine; Intensive care medicine; Environmental health","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":[0.001283905,0.0005641225,0.0005294133,0.00104923,0.001083683,0.001186157,0.0007313856,0.0008263218,0.001591686],"category_scores_gemma":[0.001475056,0.0005830467,0.0009238142,0.001976849,0.00030592,0.0007135709,0.000942106,0.001040732,0.0005281599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004295353,"about_ca_system_score_gemma":0.0007062013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02063375,"about_ca_topic_score_gemma":0.02713535,"domain_scores_codex":[0.9992905,0.0001784718,0.00009095535,0.0001883153,0.0001277242,0.0001239735],"domain_scores_gemma":[0.9990792,0.00006822659,0.0002907839,0.0001521142,0.0001251363,0.0002844526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002015877,0.00009760979,0.9985579,0.00001577617,0.0001750372,0.00004293846,0.00006770667,0.00001783091,0.0001917096,0.00001497276,0.0002050096,0.0004120072],"study_design_scores_gemma":[0.00003738833,0.00009281046,0.999207,0.000007872017,0.00009961858,0.00005506127,0.00008413065,0.00006840471,0.00002874835,0.0000148329,0.0002992803,0.000004853515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941733,0.000440677,0.0002499132,0.0001079207,0.00002381664,0.0001101885,0.004252186,0.00001098233,0.000630956],"genre_scores_gemma":[0.9964532,0.0001890652,0.0003594786,0.0001626715,0.00003657226,0.0001593848,0.00212218,0.000005318499,0.000512092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02063375,"threshold_uncertainty_score":0.04102731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004637720373715795,"score_gpt":0.2157596128861162,"score_spread":0.2111218925124004,"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."}}