{"id":"W1978655859","doi":"10.1503/cmaj.061239","title":"The underuse of digoxin in heart failure, and approaches to appropriate use","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Digoxin; Heart failure; Medicine; Quality of life (healthcare); Heart disease; Hospital admission; Intensive care medicine; Gerontology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00507689,0.0001738386,0.0003619134,0.001114793,0.001487642,0.003203767,0.0007407393,0.001703701,0.002404796],"category_scores_gemma":[0.02579688,0.0001645839,0.0002765721,0.00145847,0.002808589,0.002709392,0.001388456,0.002890541,0.0003024764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009975707,"about_ca_system_score_gemma":0.02523703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1983627,"about_ca_topic_score_gemma":0.3732003,"domain_scores_codex":[0.9970016,0.0007214943,0.0004066462,0.0001746444,0.001289327,0.0004063459],"domain_scores_gemma":[0.9918785,0.002108715,0.001384922,0.0002364792,0.002413554,0.001977763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004415497,0.0002756478,0.07799001,0.0009674829,0.00009380931,0.00187014,0.003127208,0.0006327225,0.0005405566,0.02500096,0.1296353,0.7594246],"study_design_scores_gemma":[0.0001910723,0.0005200743,0.3952534,0.007957763,0.000208193,0.008569854,0.01442069,0.001272487,0.0003230709,0.04556402,0.5255466,0.0001727428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03329242,0.2613428,0.0005943857,0.6710165,0.002012164,0.0000219333,0.0001417991,0.00002358751,0.03155442],"genre_scores_gemma":[0.541617,0.3675389,0.002099248,0.072721,0.01085485,0.00004198019,0.0001931391,0.00004095391,0.004892882],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1983627,"threshold_uncertainty_score":0.3944162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848547397366472,"score_gpt":0.2489521359404655,"score_spread":0.2104666619668007,"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."}}