{"id":"W4311367134","doi":"10.1080/13696998.2022.2156152","title":"The cost-effectiveness of a nursing home-based transitional care unit for increasing the potential for independent living in the community among hospitalized older adults","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bruyère","funders":"","keywords":"Medicine; Transitional care; Nursing homes; Independent living; Unit (ring theory); Nursing; Skilled Nursing Facility; Gerontology; Intensive care medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01457179,0.0001066549,0.0003388077,0.00009863331,0.002001623,0.00002444268,0.0006850713,0.0001285231,0.00004120545],"category_scores_gemma":[0.0008502427,0.00006290605,0.0002726587,0.0001134103,0.0001884371,0.00007051296,0.00005234459,0.001426788,9.989084e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867768,"about_ca_system_score_gemma":0.001108351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004337209,"about_ca_topic_score_gemma":0.0003232671,"domain_scores_codex":[0.9946117,0.003863351,0.000764223,0.00008682055,0.0003933348,0.000280547],"domain_scores_gemma":[0.9847022,0.01413921,0.0006370938,0.0001901571,0.0002497075,0.00008166774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.05682388,0.005174858,0.1504129,0.004310102,0.000989538,0.0000400323,0.5081244,0.02584155,0.00004996175,0.006630288,0.004577831,0.2370247],"study_design_scores_gemma":[0.01014979,0.0006502378,0.6179296,0.002302727,0.0001832031,0.00004508418,0.3592398,0.006815744,0.000007752672,0.001926161,0.0006093691,0.0001405767],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884953,0.0004007589,0.003313786,0.004540131,0.001487245,0.001648974,0.00008007474,0.000003827196,0.00002982845],"genre_scores_gemma":[0.9990534,0.00005139379,0.00007160851,0.0002452663,0.0002831644,0.0002490823,0.00002739113,0.0000170689,0.00000163607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675167,"threshold_uncertainty_score":0.9992976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548368708057011,"score_gpt":0.3738594407636882,"score_spread":0.3383757536831181,"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."}}