{"id":"W3092426730","doi":"10.1093/geront/gnw162.1997","title":"HOW DO HOSPITALS THAT ARE PART OF ACOS LOWER READMISSION RATES?","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; McGill University; University of Ottawa","funders":"","keywords":"Business; 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":[0.005036862,0.0001460378,0.0004304762,0.001057408,0.001091844,0.002448815,0.000623752,0.001292728,0.00893488],"category_scores_gemma":[0.04925351,0.0001867124,0.0009317309,0.001700234,0.0008326343,0.002230804,0.0008254159,0.00131486,0.0007452814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192257,"about_ca_system_score_gemma":0.005295669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03193254,"about_ca_topic_score_gemma":0.08004972,"domain_scores_codex":[0.995559,0.002062349,0.0002888998,0.0002304682,0.0008873369,0.0009719706],"domain_scores_gemma":[0.9641138,0.008511362,0.01425102,0.001107119,0.004026819,0.007989787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637608,0.0005543599,0.9433148,0.0001539293,0.0003025596,0.00004512071,0.0005113073,0.0003247371,0.00006777033,0.001318716,0.01137399,0.04186897],"study_design_scores_gemma":[0.00005690905,0.000234863,0.9899621,0.0002542009,0.00009910861,0.0000538558,0.002771314,0.0006311224,0.00005653186,0.001261145,0.004601519,0.00001736035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873147,0.004206666,0.0006613838,0.08481077,0.000839361,0.0001120947,0.001426071,0.00004652817,0.02058231],"genre_scores_gemma":[0.9933528,0.0008026196,0.0004963212,0.004150446,0.0003069401,0.00002962283,0.0002742402,0.000009189406,0.0005779315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03193254,"threshold_uncertainty_score":0.06349331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622932188847114,"score_gpt":0.4271737086380472,"score_spread":0.2648804897533358,"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."}}