{"id":"W4385264261","doi":"10.1161/circheartfailure.122.010278","title":"DASH-HF Study: A Pragmatic Quality Improvement Randomized Implementation Trial for Patients With Heart Failure With Reduced Ejection Fraction","year":2023,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Institute for Clinical Evaluative Sciences; Western University","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Guideline; Ejection fraction; Heart failure; Randomized controlled trial; Veterans Affairs; Physical therapy; Emergency medicine; Medical prescription; Intensive care medicine; Internal medicine; Nursing","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":[0.006013826,0.00234029,0.004808949,0.0005892374,0.0008236509,0.001462022,0.001102362,0.002351483,0.007170212],"category_scores_gemma":[0.007452167,0.0009181564,0.002933606,0.0006430436,0.001180546,0.001647898,0.001499209,0.002819412,0.0005576866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192402,"about_ca_system_score_gemma":0.002409504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066511,"about_ca_topic_score_gemma":0.002480255,"domain_scores_codex":[0.9947078,0.003692606,0.0003525284,0.0005321624,0.000337972,0.000376937],"domain_scores_gemma":[0.9974625,0.0007067943,0.0007681935,0.0001859968,0.0001955294,0.000681081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9525328,0.02395711,0.001738475,0.001471823,0.002543329,0.00004266365,0.000121914,0.0003642364,0.0004700663,0.0003314532,0.001225824,0.01520034],"study_design_scores_gemma":[0.9662024,0.03074067,0.001710051,0.00006590931,0.0004550589,0.000009051437,0.00003193236,0.0002689499,0.00003780492,0.0001685458,0.0002988864,0.000010669],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606355,0.00380585,0.001881939,0.002352702,0.00135547,0.02506329,0.001970056,0.0001980135,0.002737279],"genre_scores_gemma":[0.9173024,0.001942152,0.01103582,0.003457486,0.001208845,0.06089767,0.00176176,0.00003031665,0.002363565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007170212,"threshold_uncertainty_score":0.0318045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304903024210789,"score_gpt":0.3390744293507077,"score_spread":0.3160253991085998,"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."}}