{"id":"W2488337536","doi":"10.9778/cmajo.20150130","title":"The current and future financial burden of hospital admissions for heart failure in Canada: a cost analysis","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; Canadian VIGOUR Centre; University of Calgary; University of Alberta","funders":"","keywords":"Heart failure; Medicine; Confidence interval; Emergency medicine; Indirect costs; Public health; Fiscal year; Health care; Medical emergency; Finance; Internal medicine; Business; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001763504,0.001005439,0.0008063064,0.004770045,0.001794778,0.002803827,0.001633518,0.0008637042,0.004118872],"category_scores_gemma":[0.007628314,0.000563016,0.00366938,0.009697109,0.0006931587,0.0008994331,0.00133389,0.001409839,0.000199457],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.150977,"about_ca_system_score_gemma":0.09381629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941282,"about_ca_topic_score_gemma":0.9926317,"domain_scores_codex":[0.997925,0.0002587278,0.0001252411,0.000146602,0.0008520719,0.0006922593],"domain_scores_gemma":[0.9957956,0.0005450135,0.0005238181,0.00007813427,0.002443647,0.000613799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001151572,0.0003557662,0.8278093,0.001744003,0.00306555,0.000989459,0.0005278921,0.08503079,0.0003076664,0.007994004,0.02966605,0.04135798],"study_design_scores_gemma":[0.0004088718,0.0002969343,0.8383353,0.001538283,0.002721306,0.0007237263,0.002747651,0.1347814,0.0002904779,0.002904046,0.0150022,0.0002498037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937862,0.01520863,0.002031496,0.008403942,0.0001713641,0.0009484728,0.06612444,0.00009309233,0.01323236],"genre_scores_gemma":[0.97532,0.007165639,0.002253352,0.000653903,0.00005848412,0.0001903365,0.0125233,0.00002533108,0.001809667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.150977,"threshold_uncertainty_score":0.9847463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365330404714798,"score_gpt":0.2881748546482047,"score_spread":0.2745215506010567,"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."}}