{"id":"W2620598817","doi":"10.1161/circoutcomes.10.suppl_3.136","title":"Abstract 136: The Relationship of Changing Hospital Readmission Rates and Mortality Rates After Hospitalization for Heart Failure, Acute Myocardial Infarction, and Pneumonia","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Myocardial infarction; Pneumonia; Heart failure; Hospital readmission; Emergency medicine; Hospital discharge; Mortality rate; Internal 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":[0.001879932,0.0002839426,0.0002959063,0.0007896842,0.0002239897,0.0006806562,0.0005819178,0.0003406707,0.003678603],"category_scores_gemma":[0.01005983,0.0002161095,0.0009372695,0.0009996769,0.0002882635,0.0005474132,0.0007346153,0.0008910151,0.0005199171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559376,"about_ca_system_score_gemma":0.000785228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009532367,"about_ca_topic_score_gemma":0.008923491,"domain_scores_codex":[0.9984186,0.0004626212,0.000269417,0.0003999827,0.0002687433,0.0001806658],"domain_scores_gemma":[0.988995,0.002266161,0.006597362,0.0005213079,0.0009068125,0.0007132895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002820013,0.00001675835,0.9984744,0.0000110244,0.0001078247,0.000007565529,0.0000135543,0.00009115328,0.00003567912,0.00001297398,0.0002108242,0.0009900098],"study_design_scores_gemma":[0.000002286058,0.0000288807,0.9993176,0.00000488499,0.00002033024,0.00003623881,0.00002587442,0.0004044219,0.0000415364,0.0000217112,0.00009416977,0.000002022054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953675,0.0003640798,0.0004202275,0.0003979651,0.00003363839,0.00001320665,0.002556265,0.00003233929,0.000814835],"genre_scores_gemma":[0.9981915,0.00006816642,0.0002397923,0.00006612823,0.00002995479,0.00001365058,0.001135341,0.000005370312,0.0002501823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009532367,"threshold_uncertainty_score":0.01895374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728387771943044,"score_gpt":0.3348137128395837,"score_spread":0.2619749356452793,"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."}}