{"id":"W2619223750","doi":"10.1161/circheartfailure.114.001712","title":"Influence of Patient Goals of Care on Performance Measures in Patients Hospitalized for Heart Failure","year":2015,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Reimbursement; Confidence interval; Do not resuscitate; Heart failure; Emergency medicine; Confounding; Retrospective cohort study; Cardiopulmonary resuscitation; Resuscitation; Cohort study; Cohort; Intensive care medicine; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001462741,0.0001460421,0.0005096465,0.0001825861,0.00002168802,0.000003261031,0.00005692639,0.0001263822,0.000005586071],"category_scores_gemma":[0.0005567605,0.0001319985,0.0001162911,0.0002650009,0.0000676461,0.0001366988,0.00001661758,0.00009414746,0.000004073498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020909,"about_ca_system_score_gemma":0.0001332268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007074579,"about_ca_topic_score_gemma":0.00001606479,"domain_scores_codex":[0.9985397,0.00005310146,0.0005222657,0.0002076499,0.0005078724,0.0001694439],"domain_scores_gemma":[0.998077,0.00006953805,0.0002029529,0.0002725132,0.00128201,0.00009596159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003017477,0.0001242455,0.984689,0.0004522463,0.00002261369,1.696055e-7,0.004231753,0.007298653,0.00147471,0.00003790161,0.0009368866,0.0004300777],"study_design_scores_gemma":[0.00341941,0.001657125,0.9475185,0.001838624,0.00003761013,5.29795e-7,0.00102295,0.0001294949,0.02602637,0.00003012178,0.01817678,0.0001425221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982602,0.0003008005,0.00002100965,0.000380483,0.00005283699,0.0008783176,0.00004154686,0.0000148937,0.00004992037],"genre_scores_gemma":[0.9976161,0.000007458557,0.002086801,0.000108452,0.0000263642,0.00003925888,0.00009458178,0.00001648416,0.00000445888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03717054,"threshold_uncertainty_score":0.5382743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492821827615459,"score_gpt":0.3403668938137392,"score_spread":0.2910847110521934,"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."}}