{"id":"W2103701188","doi":"10.1161/circulationaha.107.696906","title":"Influence of Nonfatal Hospitalization for Heart Failure on Subsequent Mortality in Patients With Chronic Heart Failure","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":673,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Ejection fraction; Internal medicine; Cardiology; Proportional hazards model; Candesartan; Confidence interval; Blood pressure","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":[0.001997506,0.0003239624,0.0004635955,0.0002687323,0.0003095147,0.0005139477,0.0002868757,0.000482936,0.001340487],"category_scores_gemma":[0.00888773,0.0001521985,0.00119608,0.0003133475,0.0002333384,0.0003368205,0.0003533813,0.0008858758,0.00009742763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457161,"about_ca_system_score_gemma":0.0004583343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660342,"about_ca_topic_score_gemma":0.003738604,"domain_scores_codex":[0.9990408,0.0004531703,0.00007196149,0.0001288795,0.0001754625,0.0001297428],"domain_scores_gemma":[0.9942332,0.002942976,0.001546604,0.0003519439,0.0002664723,0.0006588344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001957048,0.0000975797,0.9922988,0.0000273192,0.0003535957,0.00004473169,0.00002726727,0.0004038313,0.0001300468,0.00002543167,0.0001351989,0.00449916],"study_design_scores_gemma":[0.00007362734,0.0003498064,0.998198,0.00000878401,0.0001677976,0.0001082425,0.00002166926,0.0008598227,0.00005414312,0.0000679749,0.00008502149,0.000005215717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983968,0.000806872,0.00009614232,0.000143812,0.00001228179,0.000006863107,0.0001718215,0.000004355144,0.0003611416],"genre_scores_gemma":[0.9995959,0.0001029649,0.0000567595,0.00002917713,0.0000248645,0.000004185125,0.0001455958,9.423947e-7,0.00003960397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002660342,"threshold_uncertainty_score":0.01056391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050332223670516,"score_gpt":0.2646468475655788,"score_spread":0.2541435253288736,"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."}}