{"id":"W3179632817","doi":"10.1080/24748706.2021.1954275","title":"Left Ventricular Reverse Remodeling in Heart Failure: Remission to Recovery","year":2021,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Ventricular remodeling; Cardiology; Heart failure; Internal medicine; Revascularization; Myocardial infarction","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":[],"consensus_categories":[],"category_scores_codex":[0.0001306965,0.0002023982,0.000488751,0.0001149258,0.0001079484,0.00003025386,0.00005055045,0.0001453592,0.0005415271],"category_scores_gemma":[0.0001863505,0.0001580064,0.0003282723,0.0004051884,0.0000263752,0.0001055269,0.0001098387,0.0003105686,0.00005107897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849459,"about_ca_system_score_gemma":0.0001393268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587317,"about_ca_topic_score_gemma":0.00005110079,"domain_scores_codex":[0.9983482,0.0000679508,0.0003587139,0.0004765411,0.0003358001,0.0004128252],"domain_scores_gemma":[0.999112,0.00003577126,0.00003194192,0.0003978789,0.0001374376,0.0002850313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001187374,0.00004732098,0.1854396,0.0006185453,0.0001589234,0.002507418,0.0007378849,0.002388797,0.6302683,0.0001999389,0.158428,0.01801795],"study_design_scores_gemma":[0.002071079,0.0003372723,0.4379798,0.001030316,0.0001099524,0.01226509,0.0008821633,0.0009408008,0.05914011,0.001346098,0.4831257,0.0007716144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815482,0.0007689011,0.000005992568,0.01622964,0.0007424267,0.0003018383,0.00001020514,0.00006954763,0.0003232096],"genre_scores_gemma":[0.9798229,0.00002155877,0.01470696,0.002906211,0.000480212,0.00000298313,0.00005602338,0.00002602616,0.001977173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5711282,"threshold_uncertainty_score":0.6443313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008784858180865754,"score_gpt":0.267942544514632,"score_spread":0.2591576863337662,"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."}}