{"id":"W2769983993","doi":"","title":"Abstract 18377: The Relationship Between Heart Failure Readmission and Mortality in Patients Receiving Transcatheter Aortic Valve Implantation","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Stenosis; Ejection fraction; Retrospective cohort study; Cardiology; Mortality rate; Cohort; Conventional PCI; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005300218,0.0001712363,0.0002793808,0.0006414329,0.0003457956,0.0006205578,0.0003604514,0.0003553554,0.003412987],"category_scores_gemma":[0.002492098,0.0001621254,0.0002527527,0.0009481067,0.0001835296,0.0002385071,0.0002842457,0.0007170376,0.0004099837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608203,"about_ca_system_score_gemma":0.0005595866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951371,"about_ca_topic_score_gemma":0.02299752,"domain_scores_codex":[0.9996006,0.00007779448,0.00005559647,0.00006772296,0.0001177357,0.00008048462],"domain_scores_gemma":[0.9980453,0.0003743166,0.0008244339,0.00007963274,0.0002613967,0.0004149865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002897275,0.00001287726,0.9992251,0.00000624431,0.00001919641,0.00001216395,0.00001122083,0.00001000549,0.00002341309,0.000003385751,0.0001820407,0.0004653806],"study_design_scores_gemma":[0.000002911937,0.00001646559,0.9996995,0.000005672974,0.000009198579,0.00005538266,0.0000373456,0.0000689042,0.0000123081,0.000004722323,0.00008673932,9.482191e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977597,0.0003205709,0.00004036541,0.0001942544,0.00001678838,0.000005479279,0.001114567,0.000004625157,0.0005437339],"genre_scores_gemma":[0.99873,0.0001221117,0.00004006863,0.00004971366,0.00003469411,0.000005744323,0.000809286,0.00000180305,0.0002066028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951371,"threshold_uncertainty_score":0.03880024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385396706237063,"score_gpt":0.3359258295880564,"score_spread":0.3020718625256858,"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."}}