{"id":"W4214522967","doi":"10.1161/circulationaha.121.052792","title":"Evidence-Based Medical Therapy in Patients With Heart Failure With Reduced Ejection Fraction and Chronic Kidney Disease","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Heart failure; Kidney disease; Ejection fraction; Tolerability; Renal function; Digoxin; Comorbidity; Sacubitril","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":[],"consensus_categories":[],"category_scores_codex":[0.0001600638,0.00009507389,0.0001206113,0.0001424661,0.0001188368,0.00001360544,0.00001818017,0.00002821811,0.000474774],"category_scores_gemma":[0.00004259098,0.00007235762,0.00001966533,0.0002530983,0.00002554892,0.0001784517,0.000009787408,0.0001330361,0.000003779817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211111,"about_ca_system_score_gemma":0.0004015986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004196604,"about_ca_topic_score_gemma":0.00001890719,"domain_scores_codex":[0.9988955,0.00008598,0.0001136088,0.0002375838,0.0005472968,0.0001200152],"domain_scores_gemma":[0.9995659,0.00002482099,0.00004442009,0.000148477,0.00004177441,0.0001745823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166,0.0002843016,0.9937713,0.00003980298,0.00002317353,0.00000805086,0.0000284699,0.0004149212,0.0001686554,0.00001435264,0.0006829525,0.003398035],"study_design_scores_gemma":[0.005249211,0.0007987852,0.9860665,0.0002494205,0.00004988462,0.000001899983,0.00002928259,0.00276608,0.00003911405,0.00000947724,0.004655364,0.00008499177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841136,0.00009525,0.0003585893,0.01436243,0.00004077925,0.0009652511,0.000001558426,0.00004603966,0.00001655533],"genre_scores_gemma":[0.9986151,0.00001225414,0.0001803652,0.0007340151,0.00005405377,0.0001734123,0.0002023013,0.00001400582,0.0000145241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450152,"threshold_uncertainty_score":0.5198443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801693620516064,"score_gpt":0.2588220911540229,"score_spread":0.2408051549488622,"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."}}