{"id":"W2132517877","doi":"10.1161/01.cir.0000116764.53225.a9","title":"Renal Insufficiency and Heart Failure","year":2004,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":702,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Intensive care 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":[0.0008222656,0.0001677997,0.0003934675,0.0004558512,0.0003278267,0.0006550312,0.0002136741,0.0004463396,0.003469405],"category_scores_gemma":[0.005559154,0.00008488209,0.0001943285,0.0007765782,0.0004468605,0.0003177786,0.0004351696,0.0007158022,0.0002826898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437396,"about_ca_system_score_gemma":0.0004803341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535441,"about_ca_topic_score_gemma":0.00125231,"domain_scores_codex":[0.9992265,0.0003891782,0.0000508499,0.00006903928,0.0001557702,0.0001086374],"domain_scores_gemma":[0.9962777,0.001589455,0.001123386,0.0000842455,0.000237198,0.0006879693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002127789,0.00008340182,0.9755713,0.0001654559,0.0001585278,0.0003027759,0.00005923897,0.0001541528,0.0001000434,0.0004344077,0.001684708,0.02107326],"study_design_scores_gemma":[0.00001581336,0.00007648114,0.9949362,0.0001160198,0.00006721976,0.001684734,0.00004623927,0.0002216676,0.00003152297,0.0006290867,0.002169759,0.000005114607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843384,0.09379617,0.0005323186,0.009007755,0.0003696481,0.00002372178,0.0007649468,0.0000224515,0.01114454],"genre_scores_gemma":[0.993002,0.005577029,0.0001096862,0.0004106049,0.0004105928,0.000007353485,0.0001926834,0.000001988058,0.000288037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003469405,"threshold_uncertainty_score":0.01160634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156058015532395,"score_gpt":0.2574078732625169,"score_spread":0.2418020717092773,"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."}}