{"id":"W3135443778","doi":"10.1002/ehf2.13223","title":"Adherence and Optimization of Angiotensin Converting Enzyme Inhibitor/Angiotensin II Receptors Blockers and Beta-Blockers in Patients Hospitalized for Acute Heart Failure","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Clinical endpoint; Internal medicine; Ejection fraction; Angiotensin Receptor Blockers; Confidence interval; Cardiology; Angiotensin-converting enzyme; ACE inhibitor; Randomized controlled trial; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002675102,0.0003628403,0.0008498653,0.0002366606,0.0001751646,0.00004072121,0.00004597624,0.000266084,0.00008288865],"category_scores_gemma":[0.0001953819,0.0003464262,0.0001770121,0.0004671257,0.0001453813,0.000217464,0.0001468435,0.0002077457,0.000004364093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008902898,"about_ca_system_score_gemma":0.0001329628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008868342,"about_ca_topic_score_gemma":0.00007700219,"domain_scores_codex":[0.9977756,0.0001006914,0.0006072473,0.0006582807,0.0003561253,0.0005021252],"domain_scores_gemma":[0.9987804,0.0000932746,0.0001387684,0.0003353553,0.0003934433,0.0002587641],"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":[0.0006743673,0.0007497503,0.4028384,0.0003332862,0.0008404235,0.00005027458,0.001922284,0.0001231616,0.009975389,0.00008362273,0.581081,0.001328059],"study_design_scores_gemma":[0.04305201,0.007204103,0.0937041,0.002952986,0.002511571,0.000144972,0.002453256,0.006144235,0.1055355,0.00006742816,0.7342327,0.001997116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946984,0.0003227921,0.0001696133,0.1027522,0.0002535589,0.001688545,0.00003122782,0.00007748328,0.000006220278],"genre_scores_gemma":[0.6826596,0.00005131053,0.3155664,0.0007771047,0.0001063769,0.00005874814,0.0003121828,0.00006249226,0.0004057423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3153968,"threshold_uncertainty_score":0.9998988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089748729591234,"score_gpt":0.2456654083141171,"score_spread":0.2366905353549937,"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."}}