{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728211,0.0002745441,0.0007545577,0.0001592212,0.00010327,0.00004039049,0.00005311006,0.0002382948,0.0003209691],"category_scores_gemma":[0.00008198864,0.0002192154,0.0004511533,0.0005609153,0.00005535569,0.0001457469,0.00005195283,0.0006639817,0.0001883043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890844,"about_ca_system_score_gemma":0.0003975845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009272013,"about_ca_topic_score_gemma":0.0002135142,"domain_scores_codex":[0.9977309,0.0001414858,0.0003751675,0.0005515208,0.0007187437,0.0004822157],"domain_scores_gemma":[0.9986826,0.00003791479,0.00004113575,0.0007095503,0.0002414831,0.0002873632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007178457,0.0001124457,0.9813998,0.0001060524,0.0001642862,0.00003225376,0.00009835551,0.000535289,0.0003043938,0.00001299754,0.01694666,0.0002157323],"study_design_scores_gemma":[0.002718949,0.000173239,0.5654635,0.0002030262,0.0001140148,0.0000326375,0.0001159512,0.0000888937,0.0005965534,0.000002478053,0.4302841,0.0002066873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908625,0.0006864708,0.0002827783,0.006514218,0.0005974243,0.0006863704,0.00002623374,0.0001575467,0.00018645],"genre_scores_gemma":[0.9944529,0.00002350049,0.003345206,0.0005786851,0.0004326584,0.00002037122,0.0002108823,0.00006340018,0.0008724249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4159363,"threshold_uncertainty_score":0.8939343,"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."}}