{"id":"W2093881287","doi":"10.1093/eurheartj/ehn503","title":"Impact of hospitalization for acute coronary events on subsequent mortality in patients with chronic heart failure","year":2008,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Medical Research Group; McMaster University Medical Centre","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Intensive care medicine; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002803522,0.0001853561,0.0003333011,0.0001678645,0.0001056124,0.000008856277,0.0000572065,0.00002802408,0.00009560863],"category_scores_gemma":[0.00001838839,0.000127458,0.0001974235,0.0001523365,0.00004053039,0.0001436754,0.0000214465,0.0001764757,0.0000280752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837471,"about_ca_system_score_gemma":0.0001639205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001269566,"about_ca_topic_score_gemma":0.00000795006,"domain_scores_codex":[0.9986367,0.0001360664,0.0003376264,0.0001976331,0.00039183,0.0003001245],"domain_scores_gemma":[0.9993224,0.00001695738,0.0001216529,0.0002261254,0.0001323468,0.0001804784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000576844,0.0007391589,0.9856478,0.00002097962,0.0003520487,0.000110271,0.0000938601,0.000189639,0.00009024965,0.000006064386,0.0120514,0.0001216726],"study_design_scores_gemma":[0.006173234,0.008195139,0.9827976,0.0002132428,0.0001200406,0.0001259454,0.00000530103,0.00002585112,0.00005998492,0.000003989695,0.002166411,0.0001132402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980545,0.00003401943,0.000119654,0.0006440185,0.00007924547,0.0009242482,0.00001637622,0.00001962134,0.0001083086],"genre_scores_gemma":[0.9983886,0.00003183406,0.00105118,0.0001201645,0.0001183477,0.000006835128,0.0000864527,0.00004090094,0.0001556588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009884984,"threshold_uncertainty_score":0.5197584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832255174124257,"score_gpt":0.311374012270592,"score_spread":0.2830514605293494,"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."}}