{"id":"W4405497063","doi":"10.1016/j.jacadv.2024.101451","title":"Novel Therapies to Reduce Rehospitalization Risk in Worsening Heart Failure","year":2024,"lang":"en","type":"article","venue":"JACC Advances","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto","funders":"","keywords":"Heart failure; Medicine; 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":[0.004897633,0.0007477222,0.003930233,0.001282454,0.0001905628,0.001034191,0.000619111,0.001047867,0.00262419],"category_scores_gemma":[0.01182886,0.0003024107,0.006343518,0.000747,0.0003541157,0.0007530567,0.0003691722,0.001581581,0.0001660428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008498103,"about_ca_system_score_gemma":0.001404941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011994,"about_ca_topic_score_gemma":0.002371687,"domain_scores_codex":[0.9977271,0.001286438,0.0004427638,0.0002125976,0.0002447931,0.00008633684],"domain_scores_gemma":[0.9935905,0.004555706,0.001368743,0.0001278584,0.0002348454,0.0001223712],"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":[0.0500347,0.002016611,0.0114868,0.365639,0.138414,0.0002634267,0.0002290394,0.002942465,0.002780005,0.001613455,0.004584824,0.4199957],"study_design_scores_gemma":[0.1125682,0.04233089,0.05934253,0.1906933,0.5408251,0.001047072,0.000502633,0.005631983,0.005195348,0.00602223,0.03563596,0.0002047477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02083294,0.975915,0.0005731324,0.0008356956,0.0004047026,0.0002714095,0.0002046644,0.00002128339,0.0009411686],"genre_scores_gemma":[0.4789413,0.5116274,0.004632099,0.002038347,0.001211471,0.0007996338,0.0003440806,0.00001566926,0.0003900131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004897633,"threshold_uncertainty_score":0.0259015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252041526384029,"score_gpt":0.3041637549272156,"score_spread":0.2916433396633753,"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."}}