{"id":"W2213565768","doi":"10.1016/j.jacc.2010.03.006","title":"The Art and Science of Heart Failure","year":2010,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Heart failure; Decompensation; Acute decompensated heart failure; Intensive care medicine; Cardiology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004311649,0.0007001744,0.001510931,0.0009259683,0.004542055,0.004131466,0.001284352,0.03929999,0.005868148],"category_scores_gemma":[0.02355736,0.000552889,0.0008309837,0.0005350658,0.00516983,0.005634319,0.001984111,0.05231607,0.002982684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003830787,"about_ca_system_score_gemma":0.004281496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00606243,"about_ca_topic_score_gemma":0.01511819,"domain_scores_codex":[0.9962022,0.001783399,0.0003313893,0.0002724942,0.001042349,0.0003682819],"domain_scores_gemma":[0.9892336,0.006569893,0.000634614,0.000288897,0.001500316,0.001772727],"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":[0.00006876345,0.00009719161,0.001298079,0.00009802089,0.00001867854,0.001588563,0.0002410648,0.00006019761,0.0001429117,0.00658213,0.9748237,0.01498082],"study_design_scores_gemma":[0.0002261074,0.00009906052,0.003288755,0.0009360271,0.00004628416,0.004050609,0.0009840912,0.000729005,0.0001259422,0.02626388,0.9631706,0.0000796165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002007799,0.002349802,0.00004305141,0.9828936,0.01200219,0.000003638206,0.000009309242,0.000005001603,0.002492546],"genre_scores_gemma":[0.004966982,0.004124639,0.0002007294,0.8759155,0.1105903,0.0000235531,0.0000122996,0.000008373277,0.004157661],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03929999,"threshold_uncertainty_score":0.02779448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008859836485191584,"score_gpt":0.2594720833235143,"score_spread":0.2506122468383227,"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."}}