{"id":"W2062588884","doi":"10.1016/j.ijcard.2014.09.131","title":"Life expectancy for community-based patients with heart failure from time of diagnosis","year":2014,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Seventh Framework Programme; Health Research Board","keywords":"Medicine; Heart failure; Life expectancy; Cohort; Population; Demographics; Heart disease; Pediatrics; Internal medicine; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233007,0.00008578377,0.0004141648,0.0001401382,0.00002380565,0.000005838039,0.0001312265,0.00004968233,0.0000556842],"category_scores_gemma":[0.000323481,0.00006016999,0.0001882123,0.00002992472,0.00004836943,0.00004809082,0.00002159313,0.0001265617,0.000007267201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004533591,"about_ca_system_score_gemma":0.00007383543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549339,"about_ca_topic_score_gemma":0.000003481223,"domain_scores_codex":[0.9991402,0.000149173,0.0002953541,0.00006416214,0.0002627114,0.00008839441],"domain_scores_gemma":[0.9984294,0.0004931335,0.0001957305,0.0001304483,0.000656554,0.00009470473],"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":[0.001544804,0.0002868328,0.9246975,0.00001926784,0.001604527,0.000007974081,0.000110135,0.0002366794,0.0002930975,0.00008840906,0.07003461,0.001076185],"study_design_scores_gemma":[0.01717861,0.005255723,0.3907475,0.000342055,0.0006289459,0.0000202653,0.0001255422,0.00009638191,0.001993939,0.0003933611,0.5830575,0.0001601963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746427,0.0000360414,0.01071701,0.01376876,0.0002810231,0.0002387971,0.00004573321,0.000008258515,0.0002616523],"genre_scores_gemma":[0.9883818,0.000003963695,0.009752161,0.001293347,0.0004126186,0.00001774131,0.0001096094,0.00001051187,0.0000182168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.53395,"threshold_uncertainty_score":0.2453661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399271288271785,"score_gpt":0.2677360835208826,"score_spread":0.2537433706381648,"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."}}