{"id":"W2224608232","doi":"10.1161/circheartfailure.111.966242","title":"Renal Dysfunction in Patients With Heart Failure With Preserved Versus Reduced Ejection Fraction","year":2012,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Cardiology; Internal medicine; Stroke volume; Heart failure with preserved ejection fraction","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":[0.0002520801,0.000291352,0.0003598129,0.0003527496,0.0001729496,0.00004630656,0.00003561601,0.0001960314,0.0003763318],"category_scores_gemma":[0.00004885615,0.0002316033,0.00008133247,0.0006626477,0.00004316713,0.0009996265,0.00001967562,0.0003200679,0.0002005174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004621888,"about_ca_system_score_gemma":0.00007710195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135507,"about_ca_topic_score_gemma":0.0002150899,"domain_scores_codex":[0.998016,0.0001195657,0.0003201372,0.0004244399,0.0006313489,0.0004885122],"domain_scores_gemma":[0.9989561,0.00005126113,0.0001128655,0.0004234834,0.0002188328,0.0002374707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002153466,0.0005807201,0.9772198,0.00005896262,0.0001124835,0.000001519805,0.00008056654,0.0003296015,0.001410015,0.00003988183,0.01772277,0.0002902031],"study_design_scores_gemma":[0.009362729,0.0006457527,0.8820771,0.0001462768,0.0001864525,0.000008703016,0.000198556,0.0001279508,0.0005181144,0.000003695724,0.1064842,0.0002404219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905376,0.00002246558,0.0005464808,0.00641119,0.0002613201,0.00172557,0.000002991281,0.0001898679,0.0003024995],"genre_scores_gemma":[0.9921727,0.000001087187,0.006521411,0.0001423111,0.0003464561,0.0001483567,0.0004259484,0.00004957581,0.0001921518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09514269,"threshold_uncertainty_score":0.9444509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918752241084814,"score_gpt":0.2514197574759527,"score_spread":0.2322322350651045,"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."}}