{"id":"W3136052632","doi":"10.5430/jha.v10n1p46","title":"Care transition from rehabilitation to home: A QI project using the RED Toolkit to decrease readmission rates","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Rehabilitation; Veterans Affairs; Documentation; Transitional care; Quality management; Hospital discharge; Outpatient clinic; Medical emergency; Nursing; Physical therapy; Operations management; Management system; Intensive care medicine; Engineering","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":[0.0002096031,0.0001275852,0.000236943,0.0001098685,0.0001093788,0.00008337092,0.00006397281,0.00008516492,0.00007168126],"category_scores_gemma":[0.001629489,0.00008721444,0.0001489733,0.0003122763,0.00001895207,0.0002309544,0.00001053346,0.0001921219,0.000003582491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152505,"about_ca_system_score_gemma":0.001103114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349629,"about_ca_topic_score_gemma":0.00003554165,"domain_scores_codex":[0.9987316,0.00008861071,0.0004708801,0.000177422,0.0004101775,0.0001212892],"domain_scores_gemma":[0.9984227,0.000130145,0.0001856816,0.0001855574,0.0007523032,0.0003235596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01820263,0.004331488,0.04190049,0.0005876435,0.0005159651,0.002830087,0.1551006,0.001233429,0.723288,0.0002105502,0.02396395,0.02783517],"study_design_scores_gemma":[0.006178085,0.07341796,0.3911164,0.003599105,0.001525386,0.001127724,0.1370746,0.0007442613,0.3709919,0.001649919,0.01156239,0.001012361],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760984,0.0002329291,0.002575695,0.02016518,0.0003302459,0.0004730656,0.00002420799,0.00001191748,0.00008837839],"genre_scores_gemma":[0.9856001,0.000008911975,0.01288323,0.0008442048,0.0005251055,0.000007344172,0.00008614508,0.0000153835,0.00002960442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522962,"threshold_uncertainty_score":0.3556502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485360148340908,"score_gpt":0.3276296777568763,"score_spread":0.3127760762734673,"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."}}