{"id":"W1999370487","doi":"10.1016/j.cardfail.2015.04.002","title":"Early Improvement in Serial Echocardiographic Studies in Heart Failure Patients Predicts Long Term Survival—A Pilot Study","year":2015,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Hazard ratio; Mitral regurgitation; Proportional hazards model; Diastole; Population; Retrospective cohort study; Blood pressure; Confidence interval","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":[0.001898807,0.00102715,0.001066801,0.000554156,0.001015509,0.0009619839,0.0005931996,0.001306593,0.002006915],"category_scores_gemma":[0.00268086,0.0003935964,0.0008933183,0.0006256481,0.001002018,0.001526702,0.0006802946,0.001870767,0.0004461104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351632,"about_ca_system_score_gemma":0.0005989139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273438,"about_ca_topic_score_gemma":0.001360513,"domain_scores_codex":[0.9993678,0.0002756815,0.00003607866,0.0001120635,0.00006556776,0.0001429265],"domain_scores_gemma":[0.9963108,0.001199555,0.0004740488,0.0003128276,0.0002952506,0.001407546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06326237,0.0207115,0.899646,0.00005624408,0.0003373834,0.0006935762,0.000490294,0.0001910087,0.005153312,0.00005020375,0.0002758798,0.009132217],"study_design_scores_gemma":[0.002553873,0.05262084,0.9425068,0.00001138238,0.0002777252,0.0004011075,0.0003131321,0.0004191735,0.0005218543,0.00006151042,0.0002822273,0.00003041217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994004,0.00008610045,0.00005664961,0.00002820731,0.00001491051,0.00005959996,0.00006315129,0.00000313301,0.0002878568],"genre_scores_gemma":[0.9989912,0.00009389835,0.0001484654,0.00006358705,0.00009627454,0.00009310225,0.0002661312,0.000002651801,0.0002448606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002006915,"threshold_uncertainty_score":0.01004201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969418099945199,"score_gpt":0.2796335226349254,"score_spread":0.2499393416354734,"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."}}