{"id":"W3163903399","doi":"10.1002/ehf2.13417","title":"Cardiac Reverse Remodelling and Health Status in Patients with Chronic Heart Failure","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; University of Alberta","funders":"Canadian Institutes of Health Research; University Hospital Foundation; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Ejection fraction; Medicine; Heart failure; Cardiology; Internal medicine; Odds ratio; Confidence interval; Stroke volume; Ventricular remodeling","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003395324,0.0003291065,0.0007602165,0.0001814941,0.0001541846,0.00005384806,0.00003888674,0.0001340622,0.0001840359],"category_scores_gemma":[0.000024936,0.0002802978,0.0001114567,0.0004928344,0.00006392046,0.0002037411,0.00008296203,0.0004141302,0.00008715462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005082549,"about_ca_system_score_gemma":0.0007245591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005582049,"about_ca_topic_score_gemma":0.001711009,"domain_scores_codex":[0.9974698,0.0001494611,0.0003852828,0.0006730542,0.0004849993,0.0008373501],"domain_scores_gemma":[0.9987188,0.00003511256,0.00005989996,0.0005598447,0.0001403429,0.0004859955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001095913,0.0003462259,0.7988451,0.0004051395,0.0001443865,0.00005297888,0.0004309935,0.00006094029,0.000155267,0.0001580426,0.1978334,0.001457953],"study_design_scores_gemma":[0.004266564,0.0007281458,0.2218279,0.0005535588,0.00006854477,0.00001123917,0.0003133833,0.00006443038,0.0001565454,0.00001387347,0.7717372,0.0002586721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.804916,0.002517822,0.0001303269,0.1894161,0.0002151672,0.002365252,0.00004057797,0.0001887289,0.0002100822],"genre_scores_gemma":[0.9292661,0.0002507925,0.06505897,0.003203691,0.0002494859,0.00006579651,0.0003984795,0.00008853354,0.001418154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5770171,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202687439920948,"score_gpt":0.253520049351026,"score_spread":0.2414931749518165,"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."}}