{"id":"W1992516753","doi":"10.1007/s10741-012-9301-7","title":"The continuing saga of aging and heart failure","year":2012,"lang":"en","type":"article","venue":"Heart Failure Reviews","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Heart failure; Medicine; Context (archaeology); Gerontology; Population; Bioinformatics; Internal medicine; Biology","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":[0.001480538,0.0001667413,0.0007353136,0.00004193069,0.0001115831,0.00003017089,0.00004357221,0.00008244275,0.00002880926],"category_scores_gemma":[0.0001614049,0.00009520143,0.000329529,0.0001511414,0.0000849347,0.0001125965,0.00006137718,0.0002446781,0.00004295396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001816544,"about_ca_system_score_gemma":0.00001889065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001556457,"about_ca_topic_score_gemma":0.00001125773,"domain_scores_codex":[0.9986236,0.0001384917,0.0004941682,0.0001753187,0.000198487,0.0003699246],"domain_scores_gemma":[0.9991244,0.0001272462,0.0001126562,0.0003870209,0.00006838723,0.0001802837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004106058,0.0001312909,0.2695507,0.003265928,0.0001626903,0.000001164781,0.002769815,0.000003258269,0.2700297,0.001039669,0.3464885,0.1065163],"study_design_scores_gemma":[0.0002507988,0.00002966915,0.01403748,0.001462134,0.000106147,0.0001508714,0.0001855958,0.00002179628,0.001355479,0.000006116913,0.9822917,0.0001022071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3483044,0.6247264,0.0001812168,0.02408528,0.0004474492,0.001693674,0.000005127892,0.00006675467,0.0004896894],"genre_scores_gemma":[0.9680565,0.01351064,0.01672194,0.0006296448,0.0007758322,0.00002612381,0.000005199466,0.0000353726,0.0002387593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6358032,"threshold_uncertainty_score":0.3882202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641830783163993,"score_gpt":0.2942592512581803,"score_spread":0.2678409434265404,"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."}}