{"id":"W2984130763","doi":"10.1377/hlthaff.2019.00411","title":"Did Hospital Readmissions Fall Because Per Capita Admission Rates Fell?","year":2019,"lang":"en","type":"article","venue":"Health Affairs","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Medicine; Emergency medicine; Per capita; Hospital admission; Demography; Environmental health; Internal medicine; Population","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":[0.004193868,0.0002441332,0.0005540839,0.001058256,0.0004299837,0.001780559,0.0009110625,0.002191054,0.005533739],"category_scores_gemma":[0.02491358,0.0002749352,0.0008847674,0.002380747,0.0008675622,0.001994299,0.0006773967,0.003226431,0.0006633695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597536,"about_ca_system_score_gemma":0.00210624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04275332,"about_ca_topic_score_gemma":0.04208797,"domain_scores_codex":[0.9975857,0.0007588126,0.0002146767,0.000388348,0.000352955,0.0006995515],"domain_scores_gemma":[0.9867395,0.002867673,0.00646098,0.0003868177,0.00187608,0.001668968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003263862,0.00008553141,0.968883,0.0000858643,0.0001727917,0.0001680568,0.0003968264,0.0002708461,0.00007123439,0.002185757,0.01059103,0.01676254],"study_design_scores_gemma":[0.00002425897,0.00005006124,0.9947357,0.0000609216,0.00005220684,0.00008464089,0.0004452121,0.0005969312,0.00006915314,0.0009464557,0.002923883,0.00001062952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082421,0.006197438,0.0005188598,0.1611259,0.001047775,0.00003648219,0.006948179,0.00007227305,0.01581086],"genre_scores_gemma":[0.9924818,0.0007793841,0.00007889048,0.004328056,0.0007356274,0.00001067154,0.001020613,0.00001463077,0.0005502474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04275332,"threshold_uncertainty_score":0.08500898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622953146821354,"score_gpt":0.3065809753012917,"score_spread":0.2903514438330782,"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."}}