{"id":"W2771310329","doi":"10.1002/ejhf.1091","title":"Predictors and Outcomes of Heart Failure with Mid-Range Ejection Fraction","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; Heart and Stroke Foundation of Canada; National Heart, Lung, and Blood Institute; National Institute on Aging; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Nierstichting","keywords":"Medicine; Heart failure; Ejection fraction; Cardiology; Internal medicine; Fraction (chemistry)","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":[],"consensus_categories":[],"category_scores_codex":[0.0007173012,0.0002215244,0.0005713399,0.0002229574,0.0002492808,0.0000828946,0.0001106021,0.0000473001,0.000124382],"category_scores_gemma":[0.0001031761,0.0001471611,0.000173976,0.00006998867,0.000146552,0.0004669953,0.0000442078,0.0003487947,0.0000370103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004524957,"about_ca_system_score_gemma":0.00004897255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002149557,"about_ca_topic_score_gemma":0.00003720276,"domain_scores_codex":[0.9984733,0.0001767669,0.0004647522,0.0002015544,0.0004608453,0.0002227647],"domain_scores_gemma":[0.9985871,0.00004370077,0.0004637034,0.0004407212,0.0002296395,0.0002351857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003055146,0.0001742009,0.8821396,0.00009020422,0.0003951766,0.0001790671,0.0001899153,0.000003542722,0.002954674,0.00001264405,0.1129368,0.0006187344],"study_design_scores_gemma":[0.002562449,0.001376248,0.5792883,0.0002593353,0.0002895529,0.0003999642,0.0003127751,0.000003104207,0.0008382468,0.00000343327,0.4145717,0.00009490734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256305,0.0001411657,0.0002501807,0.07271468,0.0002310817,0.0003536049,0.00000441111,0.00003257093,0.000641842],"genre_scores_gemma":[0.9753366,0.00004355172,0.0234092,0.000229648,0.0003176841,0.000001568843,0.000003402857,0.00004196393,0.0006164503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3028512,"threshold_uncertainty_score":0.6001056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146245762093194,"score_gpt":0.2584930480457194,"score_spread":0.2438684718364,"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."}}