{"id":"W2126495538","doi":"10.1093/eurheartj/ehi555","title":"Predictors of mortality and morbidity in patients with chronic heart failure","year":2005,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":973,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"AstraZeneca","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Cardiology; Proportional hazards model; Diabetes mellitus; Population; Decile; Blood pressure; Body mass index","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":[0.002506037,0.0008008113,0.0003975923,0.0008203471,0.0002436632,0.000644471,0.0004626567,0.0004024885,0.001238667],"category_scores_gemma":[0.008505904,0.0002097917,0.0005901401,0.0003900236,0.0001938635,0.000342534,0.0004827747,0.0008168567,0.0002734298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154095,"about_ca_system_score_gemma":0.0006537585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892642,"about_ca_topic_score_gemma":0.003303777,"domain_scores_codex":[0.9993926,0.0003564407,0.00004510245,0.00005716768,0.00009073817,0.00005787052],"domain_scores_gemma":[0.9971803,0.001726769,0.0005571667,0.0001018402,0.000244761,0.0001891781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001915843,0.00006633087,0.9859324,0.0000280148,0.0001408644,0.00003871791,0.0000270413,0.004615718,0.00005896074,0.00007140424,0.0006468532,0.008182166],"study_design_scores_gemma":[0.0001122092,0.0004348575,0.8437564,0.00009535005,0.0002355482,0.0004188554,0.0001227951,0.1523614,0.0002973474,0.001006389,0.001136483,0.0000223827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911292,0.001032105,0.005355556,0.0007484528,0.00004417251,0.00004804855,0.001071175,0.00007728607,0.0004940307],"genre_scores_gemma":[0.9962991,0.0001604929,0.002333316,0.00003583438,0.00004755635,0.0000409707,0.0009094615,0.000004655053,0.0001687958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002892642,"threshold_uncertainty_score":0.01325333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575354475768228,"score_gpt":0.2747982120044832,"score_spread":0.249044667246801,"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."}}