{"id":"W3099532090","doi":"10.1161/circ.142.suppl_3.17176","title":"Abstract 17176: Burden and Prognostic Importance of Heart Failure Signs and Symptoms - Differences in Heart Failure With Preserved versus Reduced Ejection Fraction","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Ejection fraction; Atrial fibrillation; Peripheral edema; Adverse effect","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":[0.001384337,0.0003764186,0.0004285733,0.0004881139,0.000232182,0.0005501054,0.0003787448,0.0003128839,0.004984582],"category_scores_gemma":[0.003295821,0.0001704757,0.0008223801,0.0005662687,0.0002622948,0.000394126,0.0005813977,0.0005163053,0.0004275304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711884,"about_ca_system_score_gemma":0.0004400195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251388,"about_ca_topic_score_gemma":0.00263967,"domain_scores_codex":[0.9994836,0.0001958731,0.00004038428,0.00009309868,0.0001053943,0.00008161421],"domain_scores_gemma":[0.9971688,0.00116658,0.0008811172,0.0001608757,0.0001346755,0.0004879338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006110119,0.00002647379,0.9970775,0.0000220343,0.000194264,0.00003482553,0.00001911161,0.0001679768,0.0001330282,0.00001881844,0.0001841661,0.001510908],"study_design_scores_gemma":[0.0000293476,0.0001316,0.9985595,0.000008767152,0.00008095322,0.0001370396,0.00003697817,0.0007466043,0.0000347969,0.00005077788,0.0001798067,0.000003664364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972993,0.0004743567,0.0002170744,0.0001166274,0.00001561186,0.000009126858,0.001350796,0.00000597577,0.0005111562],"genre_scores_gemma":[0.9982762,0.00009249253,0.0001124811,0.00001988683,0.00003132543,0.000009344488,0.001180764,0.000001979333,0.0002756029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004984582,"threshold_uncertainty_score":0.01667511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420285583833361,"score_gpt":0.244732845175195,"score_spread":0.2205299893368614,"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."}}