{"id":"W4391317592","doi":"10.2174/011573403x270178231228061314","title":"Pharmacological Treatment of Heart Failure: Recent Advances","year":2024,"lang":"en","type":"review","venue":"Current Cardiology Reviews","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Cardiology","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":[0.0008616027,0.0008440281,0.001549781,0.001653296,0.0002586914,0.001061029,0.0007840015,0.0008782044,0.004459717],"category_scores_gemma":[0.001284824,0.0002720472,0.001011149,0.001397513,0.000367382,0.0008967133,0.0005831048,0.002237667,0.001483294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005130935,"about_ca_system_score_gemma":0.0009205864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179198,"about_ca_topic_score_gemma":0.001837276,"domain_scores_codex":[0.9996777,0.0000660548,0.00005939262,0.00005287842,0.0001153615,0.00002867469],"domain_scores_gemma":[0.9994382,0.0003342433,0.00006562643,0.00001422285,0.0001184339,0.0000291951],"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":[0.0001210882,0.0001033369,0.0001056124,0.03387864,0.0001777306,0.00009726166,0.00006015581,0.000226047,0.000634223,0.001830787,0.02144158,0.9413235],"study_design_scores_gemma":[0.00007018639,0.0002335792,0.001212503,0.01532549,0.0004820071,0.001160196,0.00007298982,0.0001539633,0.0003113108,0.002000259,0.9789537,0.00002397658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007386967,0.9990546,0.00004904308,0.0002000859,0.0001515311,0.000004577524,0.000008631129,0.000004585401,0.0004530461],"genre_scores_gemma":[0.0004195164,0.9990075,0.00009705074,0.0001465079,0.0001229332,0.000005153886,0.00001476346,9.583566e-7,0.000185721],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004459717,"threshold_uncertainty_score":0.01491922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840952075167789,"score_gpt":0.4667365625966382,"score_spread":0.2826413550798593,"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."}}