{"id":"W4404359561","doi":"10.1161/circ.150.suppl_1.4144084","title":"Abstract 4144084: Enhanced External Counterpulsation as a Novel Treatment for Heart Transplant Candidates with Ischemic Heart Failure with Reduced Ejection Fraction","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Internal medicine; Heart transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0001621505,0.0003118499,0.0005804664,0.0002924139,0.0002297868,0.0004015247,0.0003250913,0.0005534115,0.006245333],"category_scores_gemma":[0.0001783704,0.00006114695,0.0004170332,0.0001911929,0.0001704755,0.0003208851,0.0002637081,0.001032766,0.001265959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123694,"about_ca_system_score_gemma":0.0002222966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001928633,"about_ca_topic_score_gemma":0.0006609859,"domain_scores_codex":[0.9999375,0.00001483069,0.000007447685,0.000009843187,0.00001632541,0.00001408975],"domain_scores_gemma":[0.9999479,0.000008239489,0.00001079001,0.000002333404,0.000008944316,0.00002177704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009248098,0.006227189,0.009220442,0.002882077,0.0004639226,0.01126683,0.0002303697,0.0003973012,0.0374002,0.00166369,0.03916345,0.8818365],"study_design_scores_gemma":[0.03271124,0.08377685,0.1834211,0.004599402,0.002598751,0.08656602,0.0009363721,0.006735462,0.02675166,0.005447367,0.5661407,0.0003149994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6082098,0.2975339,0.006301389,0.02315659,0.007526158,0.0008795681,0.001131871,0.0005936814,0.05466707],"genre_scores_gemma":[0.8706086,0.07781124,0.00925073,0.01046079,0.006720752,0.0005418464,0.001360005,0.00005535877,0.02319069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006245333,"threshold_uncertainty_score":0.02089274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412375796343242,"score_gpt":0.2762409192505758,"score_spread":0.2621171612871434,"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."}}