{"id":"W2937282196","doi":"10.1161/circ.132.suppl_3.17975","title":"Abstract 17975: Anemia in Heart Failure With Preserved Ejection Fraction: Insights From the TOPCAT trial","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Montreal Heart Institute","funders":"","keywords":"Medicine; Anemia; Heart failure; Internal medicine; Heart failure with preserved ejection fraction; Cardiology; Randomized controlled trial; Ejection fraction","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":[0.001660152,0.0005858282,0.001092944,0.0002139844,0.0002280994,0.0009273987,0.0003737404,0.0006062213,0.003323884],"category_scores_gemma":[0.002829415,0.00011066,0.001103983,0.0005500333,0.0002596985,0.000529083,0.0003228711,0.0009609606,0.0002656952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058014,"about_ca_system_score_gemma":0.0005947307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008733403,"about_ca_topic_score_gemma":0.002099458,"domain_scores_codex":[0.999173,0.0005301106,0.0000593632,0.00007518123,0.00009266492,0.00006973254],"domain_scores_gemma":[0.9987539,0.0004728271,0.0003293501,0.00009620138,0.0001187274,0.0002290419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6888959,0.002582362,0.1316534,0.006569842,0.02324988,0.000417117,0.000155765,0.002747568,0.002723124,0.001405394,0.03520704,0.1043926],"study_design_scores_gemma":[0.4694474,0.0321877,0.4346547,0.001222603,0.03681217,0.000729134,0.0002568661,0.004840943,0.0009104941,0.003422087,0.01539124,0.0001246987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551165,0.02493158,0.0005572656,0.003002907,0.0004535349,0.0006672777,0.01005886,0.00008143127,0.005130649],"genre_scores_gemma":[0.9868493,0.003518612,0.000538144,0.001178412,0.0006282161,0.0006188446,0.005963176,0.000009566753,0.0006957545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003323884,"threshold_uncertainty_score":0.01111948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198618864569306,"score_gpt":0.278099465961696,"score_spread":0.236113277316003,"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."}}