{"id":"W1989018675","doi":"10.5430/jha.v3n4p109","title":"Hospital readmission rates in Medicare","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hospital readmission; Emergency medicine; Health care; Medicaid; Certification; Family medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008983859,0.00008888584,0.0002538642,0.0001942318,0.00003526527,0.00004357498,0.000143674,0.00007642229,0.0000721577],"category_scores_gemma":[0.0005715232,0.00008778162,0.00007730928,0.0001291121,0.00002270617,0.0003132154,0.00001866411,0.000148764,0.00004163765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008443948,"about_ca_system_score_gemma":0.0000549742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000738521,"about_ca_topic_score_gemma":0.00004104758,"domain_scores_codex":[0.9987904,0.00001876928,0.0008236298,0.0001333456,0.00006945496,0.0001643806],"domain_scores_gemma":[0.9990346,0.00003997207,0.0006235801,0.0001151967,0.00005355306,0.0001330908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001080214,0.001747388,0.2514912,0.0001969159,0.00007023144,0.0001115654,0.003172441,0.0000375079,0.00002207702,0.7158582,0.01275047,0.01443401],"study_design_scores_gemma":[0.003536814,0.03355886,0.4619284,0.0004195508,0.00002104474,0.0000370047,0.001614998,0.001702218,0.001331357,0.2288827,0.2660427,0.0009243453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570165,0.0003592504,0.0015647,0.03171021,0.001189541,0.0001427145,0.000008458364,0.000008742805,0.007999885],"genre_scores_gemma":[0.9986423,0.0001297644,0.0004593004,0.0002460107,0.000359275,0.000003410441,0.00000548471,0.00000879346,0.0001456982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4869755,"threshold_uncertainty_score":0.3579631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138571698302892,"score_gpt":0.2777403807680232,"score_spread":0.2563546637849942,"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."}}