{"id":"W2342046157","doi":"10.1002/ejhf.542","title":"April 2016 at a Glance. Focus on Cardiac Remodeling, Biomarkers and Treatment","year":2016,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Cardiology; Valsartan; Heart failure; Diabetic cardiomyopathy; Ventricular remodeling; Dilated cardiomyopathy; Cardiomyopathy; Endocrinology","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":[0.0008226203,0.0008587685,0.0008171016,0.001186346,0.0004762766,0.002779473,0.0008764693,0.002606534,0.2162034],"category_scores_gemma":[0.002303957,0.0003321856,0.0005653638,0.0007683639,0.0005674568,0.00164835,0.001249564,0.003340217,0.1586252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006897989,"about_ca_system_score_gemma":0.0008669573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000938513,"about_ca_topic_score_gemma":0.003578413,"domain_scores_codex":[0.999576,0.00008186357,0.00003996963,0.00005712949,0.0001894042,0.00005562146],"domain_scores_gemma":[0.9987851,0.000186536,0.0001078155,0.00009140523,0.000411664,0.0004174666],"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":[0.00006984259,0.00006195245,0.0002534918,0.0002845172,0.000009880821,0.0001083067,0.00001323354,0.00002097305,0.000469716,0.0006979335,0.8543962,0.143614],"study_design_scores_gemma":[0.00001686924,0.00003166217,0.0006732751,0.000458065,0.000006544617,0.0002969062,0.00001903885,0.0000198429,0.00007280846,0.0005373159,0.9978634,0.000004288628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001432306,0.2354861,0.001931342,0.1936511,0.1718,0.0002691516,0.002047121,0.001424843,0.391958],"genre_scores_gemma":[0.0051894,0.1242223,0.001784297,0.08407342,0.1685728,0.0001837219,0.001593313,0.0003142631,0.6140665],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2162034,"threshold_uncertainty_score":0.7232723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371528126381,"score_gpt":0.2277121758336142,"score_spread":0.2139968945698042,"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."}}