{"id":"W3037072986","doi":"10.1002/ehf2.12847","title":"In-Hospital and Long-Term Mortality for Acute Heart Failure: Analysis at the Time of Admission to the Emergency Department","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Emergency department; Creatinine; Cardiology; Proportional hazards model; Population; Incidence (geometry); Cumulative incidence; Mortality rate; Blood pressure; Cohort","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":[0.001036912,0.0003527753,0.0003860091,0.0007448523,0.0002713512,0.0004574581,0.0004931954,0.0005334711,0.001697861],"category_scores_gemma":[0.003965301,0.0002019572,0.001002911,0.0005440968,0.0002659035,0.0004651348,0.0004760321,0.0007683541,0.0002207082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346308,"about_ca_system_score_gemma":0.0002863704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641212,"about_ca_topic_score_gemma":0.001717963,"domain_scores_codex":[0.9995129,0.0001793369,0.00004364266,0.00008813613,0.00008014416,0.00009587783],"domain_scores_gemma":[0.9968683,0.0009803949,0.001112129,0.000202849,0.0001907164,0.0006455641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963346,0.00001815884,0.9990164,0.000005749336,0.00007843484,0.00005606293,0.00001578551,0.00007753444,0.00006851218,0.000007199182,0.00004042154,0.0004194611],"study_design_scores_gemma":[0.0000100499,0.0001193288,0.9987251,0.000005211722,0.0000371574,0.0001909873,0.00004369173,0.0007633447,0.00003196271,0.00002637549,0.00004309618,0.000003646594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995252,0.0001400839,0.0000822306,0.00002773853,0.000004806788,0.00000263019,0.0001263785,0.000002108555,0.00008892231],"genre_scores_gemma":[0.9996723,0.0000325902,0.00003477994,0.000007583214,0.0000117135,0.000002942577,0.0001967263,0.00000111843,0.00004025823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697861,"threshold_uncertainty_score":0.005679905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140245882115828,"score_gpt":0.3032045398307734,"score_spread":0.2891799516191906,"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."}}