{"id":"W2281062186","doi":"10.1016/j.cjca.2015.07.567","title":"THE COST OF HOSPITALIZATION AND LENGTH OF STAY FOR CHRONIC HEART FAILURE CASES IN CANADA","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004015256,0.0003964402,0.0006320986,0.002284213,0.002691968,0.002198219,0.002084369,0.001111318,0.005327948],"category_scores_gemma":[0.004129024,0.0006633439,0.00152159,0.00561648,0.0007340288,0.0006112581,0.001230289,0.002146101,0.0002679106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08652052,"about_ca_system_score_gemma":0.07223434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969919,"about_ca_topic_score_gemma":0.9981781,"domain_scores_codex":[0.9985067,0.00009636027,0.000124224,0.0001032908,0.0004839528,0.0006853887],"domain_scores_gemma":[0.9946333,0.0002294721,0.0009352705,0.00005486043,0.001858471,0.00228861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957289,0.0001205273,0.9682654,0.0001855455,0.0003881467,0.000671559,0.000360906,0.001004269,0.0001359605,0.001112249,0.0167204,0.01083927],"study_design_scores_gemma":[0.00003948789,0.00002767533,0.9946911,0.0001418819,0.0001070117,0.0002948445,0.001282273,0.001102267,0.00002647378,0.0001238898,0.002131593,0.00003146628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416648,0.008667384,0.000225773,0.01057246,0.0003175446,0.00009363061,0.02414553,0.00005755139,0.01425526],"genre_scores_gemma":[0.9916586,0.002647544,0.0001837596,0.0006736072,0.00006231812,0.00001716958,0.003087922,0.00001348305,0.001655575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08652052,"threshold_uncertainty_score":0.6277533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019279256283255,"score_gpt":0.2478258999182035,"score_spread":0.227633107355371,"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."}}