{"id":"W2783375332","doi":"","title":"Abstract 20782: Discharge Hospice Referral is Associated With Lower 30-Day All-Cause Readmission in Hospitalized Patients With Heart Failure: A Propensity-Matched Study of the Medicare-Linked OPTIMIZE-HF","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Referral; Heart failure; Hospice care; Emergency medicine; Propensity score matching; Cohort; Life expectancy; Cohort study; Palliative care; Internal medicine; Population; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009044106,0.0002572403,0.0004442521,0.0005938847,0.0003837365,0.0007703368,0.0002823101,0.00053619,0.002658994],"category_scores_gemma":[0.002396013,0.0002751991,0.0007583462,0.0007342282,0.0002715176,0.0004066448,0.00041088,0.0005617231,0.0003523739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893509,"about_ca_system_score_gemma":0.0002300904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245708,"about_ca_topic_score_gemma":0.001871247,"domain_scores_codex":[0.9994484,0.0001798365,0.00006528887,0.0001457968,0.00007731892,0.00008336156],"domain_scores_gemma":[0.9983348,0.0002172999,0.0008099736,0.0002184772,0.00008907386,0.0003304723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00065484,0.00009075854,0.9976266,0.000008424673,0.0002219097,0.00005592538,0.00005050019,0.00003512105,0.0003056136,0.00001693921,0.000220956,0.000712372],"study_design_scores_gemma":[0.00005875324,0.0001834721,0.9989653,0.000004732511,0.00007117874,0.0001679889,0.000082402,0.0002705785,0.00003981669,0.00002763464,0.0001235507,0.000004677492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995067,0.00006790084,0.00005737253,0.00003600808,0.00000784697,0.000005765465,0.0002028974,0.000001789485,0.000113738],"genre_scores_gemma":[0.9995515,0.00001968849,0.00003728985,0.00004391866,0.00001657833,0.000004767442,0.0002512193,0.000001695008,0.00007338443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002658994,"threshold_uncertainty_score":0.008895218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712838460968088,"score_gpt":0.2657384325128053,"score_spread":0.2386100479031244,"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."}}