{"id":"W3204254831","doi":"10.1002/ehf2.13626","title":"Cardiac Remodelling Predicts Outcome in Patients with Chronic Heart Failure","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of Alberta","funders":"Faculty of Nursing, University of Alberta; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Heart and Stroke Foundation of Canada","keywords":"Heart failure; Medicine; Cardiology; Internal medicine; Outcome (game theory)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008337477,0.0003746354,0.0003303596,0.0004296616,0.0002902798,0.0005085815,0.0002384617,0.0006770629,0.001338812],"category_scores_gemma":[0.002625661,0.0001735868,0.0003494992,0.0003175993,0.0002879677,0.0003677606,0.000396497,0.0009066422,0.0002352717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432484,"about_ca_system_score_gemma":0.0002225247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097906,"about_ca_topic_score_gemma":0.001203704,"domain_scores_codex":[0.999786,0.00006893541,0.00001731944,0.00003982885,0.00003843065,0.00004967495],"domain_scores_gemma":[0.9985952,0.0003746487,0.0005148891,0.00006571054,0.0001229674,0.0003266837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556598,0.00003008359,0.9988315,0.00000468385,0.00002116149,0.00003194774,0.00001316119,0.00003610819,0.00008240739,0.000005549419,0.00005020954,0.000737534],"study_design_scores_gemma":[0.00001736759,0.0001500661,0.9991984,0.000008315759,0.00002511983,0.0001455015,0.00003328846,0.0003096072,0.00002719061,0.00002951678,0.00005308033,0.000002619416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988455,0.0005510051,0.00007550263,0.0001181695,0.00001377178,0.000006150864,0.0001000516,0.00000311625,0.0002867609],"genre_scores_gemma":[0.9995433,0.0001196391,0.00004590605,0.00002695655,0.00003322806,0.000004944859,0.0001596212,8.845205e-7,0.00006557227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001338812,"threshold_uncertainty_score":0.004478753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009528695652390194,"score_gpt":0.2280425023343936,"score_spread":0.2185138066820034,"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."}}