{"id":"W4387338218","doi":"10.1016/j.cjca.2023.06.107","title":"THE IMPACT OF FOUR PILLAR MEDICAL OPTIMIZATION ON CARDIAC BIOMARKERS AND STRUCTURAL PARAMETERS IN HEART FAILURE WITH REDUCED EJECTION FRACTION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Sacubitril; Heart failure; Cardiology; Internal medicine; Mineralocorticoid receptor; Guideline; Valsartan; Pillar; Aldosterone; Blood pressure; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002035716,0.0005391239,0.00208336,0.0004549127,0.0003066252,0.001342818,0.0005676987,0.0008008212,0.003479487],"category_scores_gemma":[0.006733167,0.0002039527,0.00134277,0.0003934604,0.0003308856,0.0006856557,0.0004511867,0.001108949,0.0003587681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231764,"about_ca_system_score_gemma":0.0007687503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755743,"about_ca_topic_score_gemma":0.001469244,"domain_scores_codex":[0.9989508,0.0005671192,0.0001026578,0.0001538398,0.0001156279,0.000109924],"domain_scores_gemma":[0.9977741,0.001422146,0.0002816226,0.0001390256,0.0001605032,0.0002226747],"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":[0.1226082,0.01388645,0.1053682,0.001824529,0.007921417,0.000535142,0.0003623493,0.08113465,0.007442753,0.008135531,0.01072992,0.6400508],"study_design_scores_gemma":[0.01072455,0.08491796,0.6118137,0.001077872,0.01566436,0.001036646,0.001276926,0.2277545,0.005566786,0.02271975,0.01703105,0.0004158749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632725,0.0160706,0.008872844,0.003393691,0.0004517904,0.0001572119,0.0009089198,0.0002220564,0.006650396],"genre_scores_gemma":[0.9909405,0.001544564,0.004969362,0.0007465294,0.0001861159,0.00006972109,0.0003736654,0.00003055606,0.001139038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003479487,"threshold_uncertainty_score":0.01164001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382951977554132,"score_gpt":0.2692315102931314,"score_spread":0.2554019905175901,"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."}}